MLB JSON Audit Report

Generated 2026-09-14 22:38:17. This single HTML file audits only the selected game date. The default view focuses on actionable problems first; detailed checks, passed checks, batting, pitching, pitch counts, and the rule catalog stay available in collapsible sections.

0Critical
0Error
0Warn
1009Pass
74Info

20260914_ATL@CHC

20260914_ATL@CHC.json • 2026-09-14

ATL 5 - CHC 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=9, sim=7; 2B: current=1, sim=2; R: current=4, sim=5; BB: current=3, sim=4; SO: current=7, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: RBI current=1 box=0; Michael Harris II: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=2; Matt Olson: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ronald Acuña Jr.: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Ozzie Albies: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Austin Riley: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Mauricio Dubón: H current=1 box=0, RBI current=1 box=0; Sean Murphy: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=40; H: current=8, sim=11; 2B: current=1, sim=3; HR: current=2, sim=3; RBI: current=5, sim=6; R: current=5, sim=6; BB: current=4, sim=3; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, HBP current=0 box=1; Michael Busch: H current=1 box=2, 2B current=1 box=0, HR current=0 box=1, SO current=1 box=2; Nico Hoerner: AB current=4 box=5; Seiya Suzuki: AB current=4 box=5, BB current=1 box=0, SO current=1 box=0; Pete Crow-Armstrong: AB current=4 box=5, BB current=1 box=0, SO current=1 box=3; Pedro Ramirez: AB current=3 box=4, RBI current=0 box=2, BB current=0 box=1; Ian Happ: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Carson Kelly: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match CHC pitching: 4.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match CHC pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match CHC pitching: 9.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=41 matches CHC BF=41.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match ATL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match ATL pitching: 11.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=44 matches ATL BF=44.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.467 -> 0.510 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.466968, 'sample_size': 677, 'empirical_hit_rate': 0.5524, 'empirical_weight': 0.5, 'blended_confidence': 0.509684, 'published_confidence': 0.523824, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.476.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.524.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.524.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.525/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ATL 7, CHC 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - CHC 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.5238244799999999, 'h2h_net_margin': -4, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_ATL@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@CHC.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -4.0, 'absolute_net_margin': 4.0, 'home_average_margin': -1.333, 'home_run_delta': -0.0273, 'away_run_delta': 0.0273, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.021808025322636215}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.021452430210923322}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.020982884491409903}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02064074387829181}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.0199286331155204}], 'home_distribution': {'0': 0.045127448075079506, '1': 0.07283120247383311, '2': 0.10385802223298195, '3': 0.13086047072770202, '4': 0.14568766098819158, '5': 0.14331212173977953, '6': 0.12456296671265177, '7': 0.09566230106123023, '8': 0.0649140290530097, '9': 0.03892083691806256, '10': 0.02061919176075559, '11': 0.00965177007002818, '12': 0.003991978186694253}, 'away_distribution': {'0': 0.048227899365366735, '1': 0.07764386184217338, '2': 0.10990714498597667, '3': 0.13679012333883014, '4': 0.14969027009366168, '5': 0.14402650402294967, '6': 0.1218431960765565, '7': 0.09062962063538808, '8': 0.05927192850901777, '9': 0.034083012202948876, '10': 0.01723204810786206, '11': 0.007660301142645838, '12': 0.0029940896766227436}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.0967, 'recent_quality_edge': 0.128, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.1076}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'ATL 5 - 6 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'ATL 5 - 6 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0487, 'recent_form_edge_home_minus_away': 0.0113, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 6, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'CHC', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1076, 'winner': 'CHC', 'score_reviewed': {'away_runs': 5, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
PASSpitch_countsimulationATLPITCH_COUNT_PITCHER_MATCHATL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationATLPITCH_COUNT_TOTAL_MATCHATL pitch_count_summary total, row sum, and pitching total all match: 181.
PASSpitch_countsimulationCHCPITCH_COUNT_PITCHER_MATCHCHC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHCPITCH_COUNT_TOTAL_MATCHCHC pitch_count_summary total, row sum, and pitching total all match: 170.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.2.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 6-5 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.524.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 5-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 5-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 6-5 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match CHC pitching: 4.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match CHC pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match CHC pitching: 9.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=41 matches CHC BF=41.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match ATL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match ATL pitching: 11.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=44 matches ATL BF=44.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.467 -> 0.510 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.466968, 'sample_size': 677, 'empirical_hit_rate': 0.5524, 'empirical_weight': 0.5, 'blended_confidence': 0.509684, 'published_confidence': 0.523824, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.476.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.524.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.524.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.525/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ATL 7, CHC 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - CHC 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.5238244799999999, 'h2h_net_margin': -4, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_ATL@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@CHC.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -4.0, 'absolute_net_margin': 4.0, 'home_average_margin': -1.333, 'home_run_delta': -0.0273, 'away_run_delta': 0.0273, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.021808025322636215}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.021452430210923322}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.020982884491409903}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02064074387829181}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.0199286331155204}], 'home_distribution': {'0': 0.045127448075079506, '1': 0.07283120247383311, '2': 0.10385802223298195, '3': 0.13086047072770202, '4': 0.14568766098819158, '5': 0.14331212173977953, '6': 0.12456296671265177, '7': 0.09566230106123023, '8': 0.0649140290530097, '9': 0.03892083691806256, '10': 0.02061919176075559, '11': 0.00965177007002818, '12': 0.003991978186694253}, 'away_distribution': {'0': 0.048227899365366735, '1': 0.07764386184217338, '2': 0.10990714498597667, '3': 0.13679012333883014, '4': 0.14969027009366168, '5': 0.14402650402294967, '6': 0.1218431960765565, '7': 0.09062962063538808, '8': 0.05927192850901777, '9': 0.034083012202948876, '10': 0.01723204810786206, '11': 0.007660301142645838, '12': 0.0029940896766227436}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.0967, 'recent_quality_edge': 0.128, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.1076}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'ATL 5 - 6 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'ATL 5 - 6 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0487, 'recent_form_edge_home_minus_away': 0.0113, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 6, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'CHC', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1076, 'winner': 'CHC', 'score_reviewed': {'away_runs': 5, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
PASSpitch_countsimulationATLPITCH_COUNT_PITCHER_MATCHATL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationATLPITCH_COUNT_TOTAL_MATCHATL pitch_count_summary total, row sum, and pitching total all match: 181.
PASSpitch_countsimulationCHCPITCH_COUNT_PITCHER_MATCHCHC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHCPITCH_COUNT_TOTAL_MATCHCHC pitch_count_summary total, row sum, and pitching total all match: 170.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.2.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 6-5 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.524.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 5-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 5-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 6-5 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=9, sim=7; 2B: current=1, sim=2; R: current=4, sim=5; BB: current=3, sim=4; SO: current=7, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: RBI current=1 box=0; Michael Harris II: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=2; Matt Olson: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ronald Acuña Jr.: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Ozzie Albies: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Austin Riley: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Mauricio Dubón: H current=1 box=0, RBI current=1 box=0; Sean Murphy: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=40; H: current=8, sim=11; 2B: current=1, sim=3; HR: current=2, sim=3; RBI: current=5, sim=6; R: current=5, sim=6; BB: current=4, sim=3; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, HBP current=0 box=1; Michael Busch: H current=1 box=2, 2B current=1 box=0, HR current=0 box=1, SO current=1 box=2; Nico Hoerner: AB current=4 box=5; Seiya Suzuki: AB current=4 box=5, BB current=1 box=0, SO current=1 box=0; Pete Crow-Armstrong: AB current=4 box=5, BB current=1 box=0, SO current=1 box=3; Pedro Ramirez: AB current=3 box=4, RBI current=0 box=2, BB current=0 box=1; Ian Happ: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Carson Kelly: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3856090828246544.808082230570342Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.524Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, projected_margin_is_one_run)
embedded_savant_run_environment55Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review56Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target56Capped at max 12 realistic runs
simulation_result56Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
ATL100120010057
CHC0040000002611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting33910154370000
currentATLpitching1136378.0600
currentCHCbatting33810255470000
currentCHCpitching715499.0500
simulationATLbatting377201554900
simulationATLpitching1136379.2644181
simulationCHCbatting4011303663701
simulationCHCpitching7154910.0541170
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATLDHDrake Baldwin041000111100.250
currentATLCFMichael Harris II041100010100.250
currentATL1BMatt Olson041001111100.250
currentATLRFRonald Acuña Jr.041000111100.250
currentATL2BOzzie Albies041000100000.250
currentATL3BAustin Riley031000000100.333
currentATLLFMauricio Dubón041000010000.250
currentATLCSean Murphy031000000100.333
currentATLSSHa-Seong Kim031000000100.333
currentCHC3BAlex Bregman041000110000.250
currentCHC1BMichael Busch041100111100.250
currentCHCSSNico Hoerner041000000000.250
currentCHCRFSeiya Suzuki041001111100.250
currentCHCCFPete Crow-Armstrong041001111100.250
currentCHC2BPedro Ramirez031000100100.333
currentCHCLFIan Happ041000001100.250
currentCHCCCarson Kelly031000010100.333
currentCHCDHMichael Conforto030000000100.000
simulationATL1RFRonald Acuña Jr.531000112000.333
simulationATL2DHDrake Baldwin541000101100.250
simulationATL31BMatt Olson540000001100.000
simulationATL42BOzzie Albies552100120100.400
simulationATL5CFMichael Harris II551100000200.200
simulationATL6LFMauricio Dubón440000000000.000
simulationATL73BAustin Riley441001110100.250
simulationATL8CSean Murphy441000110300.250
simulationATL9SSHa-Seong Kim440000000000.000
simulationCHC1CFPete Crow-Armstrong551001110300.200
simulationCHC2RFSeiya Suzuki551001110000.200
simulationCHC31BMichael Busch542001111200.500
simulationCHC43BAlex Bregman541100000010.250
simulationCHC5LFIan Happ552100100000.400
simulationCHC6SSNico Hoerner551000000000.200
simulationCHC7DHMichael Conforto542100111000.500
simulationCHC82BPedro Ramirez541000121100.250
simulationCHC9CCarson Kelly440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Reynaldo LópezStarter4.2533243005.794.131.39
currentATL2Didier FuentesMiddle Reliever (High Leverage)1.1100010000.002.291.08
currentATL3Dylan DoddMiddle Reliever (High Leverage)1.0000110000.002.380.93
currentATL4Raisel IglesiasCloser1.0000010000.002.781.16
currentATL5Dylan LeeSetup Man0.0000000002.810.89
currentATL7Bailey FalterReliever0.053300000
currentCHC1David PetersonStarter4.1644360008.315.281.58
currentCHC2Caleb ThielbarMiddle Reliever (High Leverage)2.0000010000.004.631.29
currentCHC3Daniel PalenciaMiddle Reliever (High Leverage)1.0111011009.003.961.28
currentCHC4Jacob WebbCloser1.2000010000.003.291.24
currentCHC5Ryan ZeferjahnSetup Man0.0000100004.151.26
simulationATL1Reynaldo LópezStarter4.253324321915.794.131.39
simulationATL2Raisel IglesiasCloser1.10000104170.002.781.16
simulationATL3Dylan LeeSetup Man1.00000003130.002.810.89
simulationATL4Didier FuentesMiddle Reliever (High Leverage)1.11000105200.002.291.08
simulationATL5Dylan DoddMiddle Reliever (High Leverage)1.00001104170.002.380.93
simulationATL6Bailey FalterReliever0.153300072381.0010.382.46
simulationCHC1David PetersonStarter4.164436022918.315.281.58
simulationCHC2Jacob WebbCloser1.20000105210.003.291.24
simulationCHC3Ryan ZeferjahnSetup Man1.00001004170.004.151.26
simulationCHC4Daniel PalenciaMiddle Reliever (High Leverage)1.01110114169.003.961.28
simulationCHC5Caleb ThielbarMiddle Reliever (High Leverage)2.00000106250.004.631.29
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLReynaldo LópezStarter4.235242191
ATLDidier FuentesMiddle Reliever (High Leverage)1.10101520
ATLDylan DoddMiddle Reliever (High Leverage)1.00011417
ATLRaisel IglesiasCloser1.10001417
ATLDylan LeeSetup Man1.00000313
ATLBailey FalterReliever0.13500723
CHCDavid PetersonStarter4.146362291
CHCCaleb ThielbarMiddle Reliever (High Leverage)2.00001625
CHCDaniel PalenciaMiddle Reliever (High Leverage)1.01101416
CHCJacob WebbCloser1.20001521
CHCRyan ZeferjahnSetup Man1.00010417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_BAL@NYM

20260914_BAL@NYM.json • 2026-09-14

BAL 4 - NYM 7
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model pitcher projections differ from final simulation pitching box score (H: current=11, sim=12; ER: current=6, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=7, sim=9; 2B: current=1, sim=0; HR: current=1, sim=2; BB: current=3, sim=2; SO: current=10, sim=6; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Dylan Beavers: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Gunnar Henderson: H current=1 box=0, R current=1 box=0; Christian Encarnacion-Strand: RBI current=1 box=0, SO current=1 box=0; Heston Kjerstad: AB current=3 box=4, SO current=1 box=0; Coby Mayo: RBI current=1 box=0, SO current=2 box=1, HBP current=0 box=1; Pete Alonso: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Jackson Holliday: H current=1 box=2, BB current=1 box=0, SO current=1 box=0; Carlos Narváez: BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=8, sim=12; 2B: current=1, sim=2; HR: current=1, sim=4; RBI: current=4, sim=7; R: current=5, sim=7; BB: current=3, sim=4; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Carson Benge: AB current=4 box=5, SO current=1 box=3; Jared Young: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Francisco Lindor: H current=1 box=3, HR current=0 box=2, RBI current=1 box=3, SO current=1 box=0; A.J. Ewing: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Brett Baty: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, R current=0 box=1; Juan Soto: H current=1 box=2, SO current=0 box=1; Marcus Semien: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Bo Bichette: R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match NYM pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match NYM pitching: 9.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match NYM pitching: 6.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match BAL pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match BAL pitching: 12.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match BAL pitching: 12.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=41 matches BAL BF=41.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 7.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.917 -> 0.727 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.917336, 'sample_size': 194, 'empirical_hit_rate': 0.5361, 'empirical_weight': 0.5, 'blended_confidence': 0.726718, 'published_confidence': 0.627507, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.372.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.628.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.628.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.478/0.657.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BAL 9, NYM 12.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 4 - NYM 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYM.{'winner_confidence': 0.627507, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_BAL@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@NYM.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 7, 'away_runs': 4, 'probability': 0.016079632105609223}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.016019318904797568}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.01563725708348071}, {'home_runs': 8, 'away_runs': 5, 'probability': 0.015578603190131345}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.015010323688350825}], 'home_distribution': {'0': 0.014637142943814302, '1': 0.024235446897050802, '2': 0.03731879734208766, '3': 0.05344242238393699, '4': 0.07117484328283297, '5': 0.08815537407381192, '6': 0.10154369308441775, '7': 0.10877748284065991, '8': 0.1083694686446096, '9': 0.1004053308968088, '10': 0.08651441754043981, '11': 0.06932694989168359, '12': 0.05166513722690667, '13': 0.03580757990919387, '14': 0.02307991691058456, '15': 0.013834880138557907, '16': 0.007712558114232777, '17': 0.003998557878370143}, 'away_distribution': {'0': 0.04673053716077582, '1': 0.07532248235283398, '2': 0.10700119543383216, '3': 0.13396544447904904, '4': 0.14782132924663358, '5': 0.14375454069282492, '6': 0.12321006701514581, '7': 0.0930702692770134, '8': 0.061960640906493676, '9': 0.03635473526939584, '10': 0.018799496848881523, '11': 0.008567845364610598, '12': 0.0034414159525096933}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.0202, 'recent_quality_edge': 1.0, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.3369}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'BAL 4 - 7 NYM', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'BAL 4 - 7 NYM', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0188, 'recent_form_edge_home_minus_away': 1.0, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 7, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'NYM', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'NYM', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 7}, 'simulation_score': {'away_runs': 4, 'home_runs': 7}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 0.3369, 'winner': 'NYM', 'score_reviewed': {'away_runs': 4, 'home_runs': 7, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 167.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countsimulationBALPITCH_COUNT_PITCHER_MATCHBAL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBALPITCH_COUNT_TOTAL_MATCHBAL pitch_count_summary total, row sum, and pitching total all match: 167.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 4 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 4 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 7-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.628.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYM wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 4-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-7, final 4-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 7-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match NYM pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match NYM pitching: 9.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match NYM pitching: 6.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match BAL pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match BAL pitching: 12.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match BAL pitching: 12.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=41 matches BAL BF=41.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 7.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.917 -> 0.727 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.917336, 'sample_size': 194, 'empirical_hit_rate': 0.5361, 'empirical_weight': 0.5, 'blended_confidence': 0.726718, 'published_confidence': 0.627507, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.372.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.628.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.628.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.478/0.657.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BAL 9, NYM 12.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 4 - NYM 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYM.{'winner_confidence': 0.627507, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_BAL@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@NYM.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 7, 'away_runs': 4, 'probability': 0.016079632105609223}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.016019318904797568}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.01563725708348071}, {'home_runs': 8, 'away_runs': 5, 'probability': 0.015578603190131345}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.015010323688350825}], 'home_distribution': {'0': 0.014637142943814302, '1': 0.024235446897050802, '2': 0.03731879734208766, '3': 0.05344242238393699, '4': 0.07117484328283297, '5': 0.08815537407381192, '6': 0.10154369308441775, '7': 0.10877748284065991, '8': 0.1083694686446096, '9': 0.1004053308968088, '10': 0.08651441754043981, '11': 0.06932694989168359, '12': 0.05166513722690667, '13': 0.03580757990919387, '14': 0.02307991691058456, '15': 0.013834880138557907, '16': 0.007712558114232777, '17': 0.003998557878370143}, 'away_distribution': {'0': 0.04673053716077582, '1': 0.07532248235283398, '2': 0.10700119543383216, '3': 0.13396544447904904, '4': 0.14782132924663358, '5': 0.14375454069282492, '6': 0.12321006701514581, '7': 0.0930702692770134, '8': 0.061960640906493676, '9': 0.03635473526939584, '10': 0.018799496848881523, '11': 0.008567845364610598, '12': 0.0034414159525096933}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.0202, 'recent_quality_edge': 1.0, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.3369}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'BAL 4 - 7 NYM', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'BAL 4 - 7 NYM', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0188, 'recent_form_edge_home_minus_away': 1.0, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 7, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'NYM', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'NYM', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 7}, 'simulation_score': {'away_runs': 4, 'home_runs': 7}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 0.3369, 'winner': 'NYM', 'score_reviewed': {'away_runs': 4, 'home_runs': 7, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 167.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countsimulationBALPITCH_COUNT_PITCHER_MATCHBAL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBALPITCH_COUNT_TOTAL_MATCHBAL pitch_count_summary total, row sum, and pitching total all match: 167.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 4 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 4 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 7-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.628.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYM wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 4-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-7, final 4-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 7-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model pitcher projections differ from final simulation pitching box score (H: current=11, sim=12; ER: current=6, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=7, sim=9; 2B: current=1, sim=0; HR: current=1, sim=2; BB: current=3, sim=2; SO: current=10, sim=6; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Dylan Beavers: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Gunnar Henderson: H current=1 box=0, R current=1 box=0; Christian Encarnacion-Strand: RBI current=1 box=0, SO current=1 box=0; Heston Kjerstad: AB current=3 box=4, SO current=1 box=0; Coby Mayo: RBI current=1 box=0, SO current=2 box=1, HBP current=0 box=1; Pete Alonso: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Jackson Holliday: H current=1 box=2, BB current=1 box=0, SO current=1 box=0; Carlos Narváez: BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=8, sim=12; 2B: current=1, sim=2; HR: current=1, sim=4; RBI: current=4, sim=7; R: current=5, sim=7; BB: current=3, sim=4; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Carson Benge: AB current=4 box=5, SO current=1 box=3; Jared Young: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Francisco Lindor: H current=1 box=3, HR current=0 box=2, RBI current=1 box=3, SO current=1 box=0; A.J. Ewing: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Brett Baty: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, R current=0 box=1; Juan Soto: H current=1 box=2, SO current=0 box=1; Marcus Semien: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Bo Bichette: R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.2724802497857514.605288492601485Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction470.628Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment47Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review47Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target47Capped at max 12 realistic runs
simulation_result47Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BAL10000012049
NYM300000130712
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBALbatting337101443100000
currentBALpitching11474128.0600
currentNYMbatting34810145380000
currentNYMpitching924269.0400
simulationBALbatting369002442602
simulationBALpitching12474128.0741167
simulationNYMbatting36122047741201
simulationNYMpitching924269.0440156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBALLFDylan Beavers041100010100.250
currentBALSSGunnar Henderson041000101100.250
currentBALDHChristian Encarnacion-Strand041000010100.250
currentBALRFHeston Kjerstad030000000100.000
currentBAL3BCoby Mayo041000110200.250
currentBAL1BPete Alonso041001111100.250
currentBAL2BJackson Holliday041000101100.250
currentBALCCarlos Narváez030000000100.000
currentBALCFColton Cowser031000000100.333
currentNYMRFCarson Benge041000100100.250
currentNYMDHJared Young041100110100.250
currentNYMSSFrancisco Lindor041000111100.250
currentNYMCFA.J. Ewing041000101100.250
currentNYM1BBrett Baty030000000100.000
currentNYMLFJuan Soto041001111000.250
currentNYM2BMarcus Semien041000000100.250
currentNYM3BBo Bichette041000010100.250
currentNYMCFrancisco Alvarez031000000100.333
simulationBAL1LFDylan Beavers552001120100.400
simulationBAL21BPete Alonso550000000100.000
simulationBAL3SSGunnar Henderson540000001100.000
simulationBAL43BCoby Mayo541000100110.250
simulationBAL52BJackson Holliday442000100000.500
simulationBAL6DHChristian Encarnacion-Strand441000000000.250
simulationBAL7RFHeston Kjerstad440000000000.000
simulationBAL8CFColton Cowser433001120011.000
simulationBAL9CCarlos Narváez430000001200.000
simulationNYM1SSFrancisco Lindor543002131000.750
simulationNYM2LFJuan Soto542001111100.500
simulationNYM33BBo Bichette541000111100.250
simulationNYM4RFCarson Benge551000100300.200
simulationNYM5DHJared Young550000000200.000
simulationNYM62BMarcus Semien430000001200.000
simulationNYM7CFA.J. Ewing431001110210.333
simulationNYM81BBrett Baty443100100000.750
simulationNYM9CFrancisco Alvarez441100110100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBAL1Brandon YoungStarter5.1633182005.063.711.35
currentBAL3Rico GarciaSetup Man1.2211021005.402.440.89
currentBAL4Yennier CanoMiddle Reliever (High Leverage)1.03323210018.002.360.92
currentNYM1Jonah TongStarter5.0611250001.804.801.33
currentNYM2Daniel DuarteSetup Man1.12220010013.502.200.80
currentNYM3Kodai SengaCloser1.0111011009.007.141.60
currentNYM4Nathan LavenderMiddle Reliever (High Leverage)1.2000000000.001.760.98
simulationBAL1Brandon YoungStarter5.1733182251045.063.711.35
simulationBAL2Rico GarciaSetup Man1.22110217295.402.440.89
simulationBAL3Yennier CanoMiddle Reliever (High Leverage)1.033332193427.002.360.92
simulationNYM1Jonah TongStarter5.061125025961.804.801.33
simulationNYM2Kodai SengaCloser1.01110114169.007.141.60
simulationNYM3Daniel DuarteSetup Man1.122200162313.502.200.80
simulationNYM4Nathan LavenderMiddle Reliever (High Leverage)1.20000005210.001.760.98
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BALBrandon YoungStarter5.1371825104
BALRico GarciaSetup Man1.21202729
BALYennier CanoMiddle Reliever (High Leverage)1.03332934
NYMJonah TongStarter5.016252596
NYMDaniel DuarteSetup Man1.12200623
NYMKodai SengaCloser1.01101416
NYMNathan LavenderMiddle Reliever (High Leverage)1.20000521
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_CHW@CLE

20260914_CHW@CLE.json • 2026-09-14

CHW 4 - CLE 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=7, sim=8; 2B: current=2, sim=3; HR: current=1, sim=0; BB: current=4, sim=5; SO: current=11, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Sam Antonacci: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=3; Munetaka Murakami: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Teel: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2, R current=0 box=1; Andrew Benintendi: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Tristan Peters: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, SO current=1 box=0; Miguel Vargas: AB current=4 box=3, RBI current=1 box=0, BB current=1 box=2; Colson Montgomery: AB current=4 box=3, H current=0 box=2, R current=0 box=1, BB current=0 box=1; Chase Meidroth: AB current=3 box=4, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; 2B: current=2, sim=0; RBI: current=4, sim=5; BB: current=3, sim=0; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Chase DeLauter: RBI current=1 box=0, R current=0 box=1, BB current=1 box=0, SO current=1 box=2; Travis Bazzana: AB current=3 box=4, RBI current=0 box=2; José Ramírez: H current=1 box=2, 2B current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Angel Martínez: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Jo Adell: H current=1 box=2, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Patrick Bailey: H current=0 box=1, R current=0 box=1, SO current=1 box=0; Nathaniel Lowe: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match CLE pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match CLE pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches CLE BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match CHW pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match CHW pitching: 8.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match CHW pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=32 matches CHW BF=32.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.529 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 450, 'empirical_hit_rate': 0.5489, 'empirical_weight': 0.5, 'blended_confidence': 0.5295, 'published_confidence': 0.505654, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.494.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.506.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.652/0.860.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHW 8, CLE 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 4 - CLE 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.53, reasons=latest same-matchup result beat the predicted side; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'CHW', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-09', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'CHW'}, {'date': '2026-08-08', 'predicted_team_runs': 3, 'opponent_runs': 6, 'margin_for_predicted_team': -3, 'winner': 'CHW'}, {'date': '2026-08-07', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 8, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260809', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260809_CLE@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260808', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 3, 'raw_pick_probability': 0.7, 'artifact': '20260808_CLE@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260807', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 6, 'raw_pick_probability': 0.517443, 'artifact': '20260807_CLE@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260705', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260705_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260704', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260704_CHW@CLE.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0305, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0028, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_CHW@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@CLE.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -0.4, 'home_run_delta': -0.0115, 'away_run_delta': 0.0115, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.024565129366264475}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023439527814950525}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023147141086178828}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02272196430298029}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.022358198209019454}], 'home_distribution': {'0': 0.05377948133913337, '1': 0.08620311188165078, '2': 0.12042992034305199, '3': 0.1466395013434015, '4': 0.15562260182775048, '5': 0.14394596302526108, '6': 0.11604633472574541, '7': 0.0815395832138931, '8': 0.04993564539384273, '9': 0.026653728410908, '10': 0.012399677498648962, '11': 0.005027683521677602, '12': 0.0017767674750350535}, 'away_distribution': {'0': 0.05613721876666249, '1': 0.08982111482928735, '2': 0.12481119438092869, '3': 0.1506177607857653, '4': 0.15785065329684037, '5': 0.143669351022459, '6': 0.11356105688332548, '7': 0.07795469395990832, '8': 0.0464732093942399, '9': 0.024060830265941763, '10': 0.010818476420062728, '11': 0.004224439994578583}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.28, 'recent_quality_edge': 0.512, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.0028}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0305, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0028, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 185.
PASSpitch_countsimulationCHWPITCH_COUNT_PITCHER_MATCHCHW pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHWPITCH_COUNT_TOTAL_MATCHCHW pitch_count_summary total, row sum, and pitching total all match: 123.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 185.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 4 - 5 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 4 - 5 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.506.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CLE wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match CLE pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match CLE pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches CLE BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match CHW pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match CHW pitching: 8.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match CHW pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=32 matches CHW BF=32.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.529 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 450, 'empirical_hit_rate': 0.5489, 'empirical_weight': 0.5, 'blended_confidence': 0.5295, 'published_confidence': 0.505654, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.494.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.506.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.652/0.860.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHW 8, CLE 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 4 - CLE 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.53, reasons=latest same-matchup result beat the predicted side; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'CHW', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-09', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'CHW'}, {'date': '2026-08-08', 'predicted_team_runs': 3, 'opponent_runs': 6, 'margin_for_predicted_team': -3, 'winner': 'CHW'}, {'date': '2026-08-07', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 8, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260809', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260809_CLE@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260808', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 3, 'raw_pick_probability': 0.7, 'artifact': '20260808_CLE@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260807', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 6, 'raw_pick_probability': 0.517443, 'artifact': '20260807_CLE@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260705', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260705_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260704', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260704_CHW@CLE.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0305, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0028, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_CHW@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@CLE.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -0.4, 'home_run_delta': -0.0115, 'away_run_delta': 0.0115, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.024565129366264475}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023439527814950525}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023147141086178828}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02272196430298029}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.022358198209019454}], 'home_distribution': {'0': 0.05377948133913337, '1': 0.08620311188165078, '2': 0.12042992034305199, '3': 0.1466395013434015, '4': 0.15562260182775048, '5': 0.14394596302526108, '6': 0.11604633472574541, '7': 0.0815395832138931, '8': 0.04993564539384273, '9': 0.026653728410908, '10': 0.012399677498648962, '11': 0.005027683521677602, '12': 0.0017767674750350535}, 'away_distribution': {'0': 0.05613721876666249, '1': 0.08982111482928735, '2': 0.12481119438092869, '3': 0.1506177607857653, '4': 0.15785065329684037, '5': 0.143669351022459, '6': 0.11356105688332548, '7': 0.07795469395990832, '8': 0.0464732093942399, '9': 0.024060830265941763, '10': 0.010818476420062728, '11': 0.004224439994578583}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.28, 'recent_quality_edge': 0.512, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.0028}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CHW 4 - 5 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0305, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0028, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 185.
PASSpitch_countsimulationCHWPITCH_COUNT_PITCHER_MATCHCHW pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHWPITCH_COUNT_TOTAL_MATCHCHW pitch_count_summary total, row sum, and pitching total all match: 123.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 185.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 4 - 5 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 4 - 5 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.506.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CLE wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=7, sim=8; 2B: current=2, sim=3; HR: current=1, sim=0; BB: current=4, sim=5; SO: current=11, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Sam Antonacci: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=3; Munetaka Murakami: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Teel: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2, R current=0 box=1; Andrew Benintendi: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Tristan Peters: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, SO current=1 box=0; Miguel Vargas: AB current=4 box=3, RBI current=1 box=0, BB current=1 box=2; Colson Montgomery: AB current=4 box=3, H current=0 box=2, R current=0 box=1, BB current=0 box=1; Chase Meidroth: AB current=3 box=4, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; 2B: current=2, sim=0; RBI: current=4, sim=5; BB: current=3, sim=0; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Chase DeLauter: RBI current=1 box=0, R current=0 box=1, BB current=1 box=0, SO current=1 box=2; Travis Bazzana: AB current=3 box=4, RBI current=0 box=2; José Ramírez: H current=1 box=2, 2B current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Angel Martínez: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Jo Adell: H current=1 box=2, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Patrick Bailey: H current=0 box=1, R current=0 box=1, SO current=1 box=0; Nathaniel Lowe: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5522727359375444.377229796736421Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.506Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHW00100010248
CLE00000302058
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHWbatting327201444110000
currentCHWpitching815068.0500
currentCLEbatting33820145370000
currentCLEpitching804579.0400
simulationCHWbatting358300445700
simulationCHWpitching815068.0532123
simulationCLEbatting328001550600
simulationCLEpitching804579.0440185
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHWLFSam Antonacci041000100100.250
currentCHW1BMunetaka Murakami041001111200.250
currentCHWCKyle Teel041000011100.250
currentCHWDHAndrew Benintendi031100010100.333
currentCHWCFTristan Peters031100000100.333
currentCHWRFBraden Montgomery030000001100.000
currentCHW3BMiguel Vargas041000111100.250
currentCHWSSColson Montgomery040000000200.000
currentCHW2BChase Meidroth031000100100.333
currentCLECFSteven Kwan041000101000.250
currentCLEDHChase DeLauter041000011100.250
currentCLE2BTravis Bazzana031000100100.333
currentCLE3BJosé Ramírez041100101100.250
currentCLELFAngel Martínez041001110100.250
currentCLERFJo Adell041100110100.250
currentCLECPatrick Bailey030000000100.000
currentCLE1BNathaniel Lowe041000010100.250
currentCLESSBrayan Rocchio031000000000.333
simulationCHW1LFSam Antonacci552100130000.400
simulationCHW2CKyle Teel552200110000.400
simulationCHW33BMiguel Vargas531000102100.333
simulationCHW41BMunetaka Murakami540000001200.000
simulationCHW5DHAndrew Benintendi440000000200.000
simulationCHW6CFTristan Peters440000000000.000
simulationCHW7SSColson Montgomery432000101000.667
simulationCHW82BChase Meidroth441000000100.250
simulationCHW9RFBraden Montgomery430000001100.000
simulationCLE1CFSteven Kwan440000000000.000
simulationCLE23BJosé Ramírez442000110000.500
simulationCLE3DHChase DeLauter441000100200.250
simulationCLE4RFJo Adell442001120000.500
simulationCLE52BTravis Bazzana441000120100.250
simulationCLE6LFAngel Martínez330000000100.000
simulationCLE71BNathaniel Lowe330000000100.000
simulationCLE8CPatrick Bailey331000100000.333
simulationCLE9SSBrayan Rocchio331000000100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHW1Sean NewcombStarter5.0633030005.402.771.11
currentCHW2Grant TaylorCloser1.1000020000.002.401.03
currentCHW3Bryan HudsonSetup Man1.22220110010.802.581.16
currentCLE1Gavin WilliamsStarter5.1211470001.693.781.09
currentCLE2Cade SmithCloser1.0000000000.002.181.05
currentCLE3Erik SabrowskiMiddle Reliever (High Leverage)1.0000000000.002.681.03
currentCLE4Hunter GaddisSetup Man1.0311000009.002.521.14
currentCLE5Tim HerrinMiddle Reliever (High Leverage)0.23221000027.002.961.22
simulationCHW1Sean NewcombStarter5.063303021815.402.771.11
simulationCHW2Grant TaylorCloser1.10000204170.002.401.03
simulationCHW3Bryan HudsonSetup Man1.222201172510.802.581.16
simulationCLE1Gavin WilliamsStarter5.1211470221011.693.781.09
simulationCLE2Cade SmithCloser1.00000003250.002.181.05
simulationCLE3Hunter GaddisSetup Man1.03110006229.002.521.14
simulationCLE4Erik SabrowskiMiddle Reliever (High Leverage)1.00000003160.002.681.03
simulationCLE5Tim HerrinMiddle Reliever (High Leverage)0.232210062127.002.961.22
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHWSean NewcombStarter5.036032181
CHWGrant TaylorCloser1.10002417
CHWBryan HudsonSetup Man1.22201725
CLEGavin WilliamsStarter5.1124722101
CLECade SmithCloser1.00000325
CLEErik SabrowskiMiddle Reliever (High Leverage)1.00000316
CLEHunter GaddisSetup Man1.01300622
CLETim HerrinMiddle Reliever (High Leverage)0.22310621
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_DET@TOR

20260914_DET@TOR.json • 2026-09-14

DET 5 - TOR 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; HR: current=1, sim=2; RBI: current=4, sim=5; BB: current=4, sim=5; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Riley Greene: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, BB current=1 box=0; Kevin McGonigle: H current=1 box=0, SO current=0 box=2; Dillon Dingler: AB current=4 box=3, BB current=0 box=1; Brett Callahan: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Gleyber Torres: H current=1 box=0, SO current=1 box=3; Hao-Yu Lee: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Max Clark: HR current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Spencer Torkelson: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model pitcher projections differ from final simulation pitching box score (H: current=6, sim=7; HR: current=1, sim=2).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=8, sim=9; 2B: current=1, sim=2; SO: current=7, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Alejandro Kirk: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Brett Bateman: AB current=4 box=5, H current=1 box=2, RBI current=0 box=2, BB current=1 box=0; Vladimir Guerrero Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; George Springer: AB current=4 box=5, H current=1 box=3, 2B current=1 box=2, RBI current=1 box=0; Josh Smith: H current=0 box=1, R current=0 box=1, BB current=0 box=1; Nathan Lukes: H current=1 box=0; Andrés Giménez: AB current=3 box=4, SO current=1 box=0; Ernie Clement: AB current=4 box=3, H current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match TOR pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match TOR pitching: 12.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=39 matches TOR BF=39.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match DET pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match DET pitching: 9.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match DET pitching: 11.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=40 matches DET BF=40.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.529 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 450, 'empirical_hit_rate': 0.5489, 'empirical_weight': 0.5, 'blended_confidence': 0.5295, 'published_confidence': 0.505654, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.494.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.693/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: DET 7, TOR 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - TOR 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for DET; cap=0.53, reasons=latest same-matchup result beat the predicted side; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'TOR', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'TOR'}, {'date': '2026-05-16', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'TOR'}, {'date': '2026-05-15', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'DET'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'DET', 'output_opponent_team': 'TOR', 'simulation_score_winner': 'DET', 'final_score_winner': 'DET', 'pre_simulation_winner': 'DET', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0639, 'recent_form_edge_home_minus_away': -0.0353, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'DET', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'TOR', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4635, 'winner': 'DET', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_DET@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@TOR.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 3.0, 'absolute_net_margin': 3.0, 'home_average_margin': 1.0, 'home_run_delta': 0.0205, 'away_run_delta': -0.0205, 'evidence': [{'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.024657541109169154}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023573299848026356}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023276977297951983}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.022753589708159095}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.022386513888703094}], 'home_distribution': {'0': 0.05648637439482895, '1': 0.09035478004473478, '2': 0.12544861859855236, '3': 0.1511777757187428, '4': 0.15813111628874263, '5': 0.14356680641273167, '6': 0.11313528113266758, '7': 0.07738368350748868, '8': 0.04594180501588102, '9': 0.023674129970911006, '10': 0.010588813968992578, '11': 0.004110814945725941}, 'away_distribution': {'0': 0.054112991253100706, '1': 0.08671491494811824, '2': 0.12104951044813868, '3': 0.1472004868127847, '4': 0.15593098744806955, '5': 0.14389065379524502, '6': 0.11566706525048866, '7': 0.0809960465534369, '8': 0.04940772987969576, '9': 0.02625445168072814, '10': 0.012153125399539179, '11': 0.0049006081686854466, '12': 0.0017214283619688925}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.6312, 'recent_quality_edge': -0.152, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.4635}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0639, 'recent_form_edge_home_minus_away': -0.0353, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'DET', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'TOR', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4635, 'winner': 'DET', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitch_countsimulationTORPITCH_COUNT_PITCHER_MATCHTOR pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTORPITCH_COUNT_TOTAL_MATCHTOR pitch_count_summary total, row sum, and pitching total all match: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 4 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 4 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.506.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): DET wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match TOR pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match TOR pitching: 12.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=39 matches TOR BF=39.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match DET pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match DET pitching: 9.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match DET pitching: 11.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=40 matches DET BF=40.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.529 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 450, 'empirical_hit_rate': 0.5489, 'empirical_weight': 0.5, 'blended_confidence': 0.5295, 'published_confidence': 0.505654, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.494.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.693/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: DET 7, TOR 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - TOR 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for DET; cap=0.53, reasons=latest same-matchup result beat the predicted side; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'TOR', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'TOR'}, {'date': '2026-05-16', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'TOR'}, {'date': '2026-05-15', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'DET'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'DET', 'output_opponent_team': 'TOR', 'simulation_score_winner': 'DET', 'final_score_winner': 'DET', 'pre_simulation_winner': 'DET', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0639, 'recent_form_edge_home_minus_away': -0.0353, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'DET', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'TOR', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4635, 'winner': 'DET', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_DET@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@TOR.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 3.0, 'absolute_net_margin': 3.0, 'home_average_margin': 1.0, 'home_run_delta': 0.0205, 'away_run_delta': -0.0205, 'evidence': [{'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.024657541109169154}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023573299848026356}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023276977297951983}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.022753589708159095}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.022386513888703094}], 'home_distribution': {'0': 0.05648637439482895, '1': 0.09035478004473478, '2': 0.12544861859855236, '3': 0.1511777757187428, '4': 0.15813111628874263, '5': 0.14356680641273167, '6': 0.11313528113266758, '7': 0.07738368350748868, '8': 0.04594180501588102, '9': 0.023674129970911006, '10': 0.010588813968992578, '11': 0.004110814945725941}, 'away_distribution': {'0': 0.054112991253100706, '1': 0.08671491494811824, '2': 0.12104951044813868, '3': 0.1472004868127847, '4': 0.15593098744806955, '5': 0.14389065379524502, '6': 0.11566706525048866, '7': 0.0809960465534369, '8': 0.04940772987969576, '9': 0.02625445168072814, '10': 0.012153125399539179, '11': 0.0049006081686854466, '12': 0.0017214283619688925}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.6312, 'recent_quality_edge': -0.152, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.4635}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 TOR', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0639, 'recent_form_edge_home_minus_away': -0.0353, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'DET', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'TOR', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4635, 'winner': 'DET', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitch_countsimulationTORPITCH_COUNT_PITCHER_MATCHTOR pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTORPITCH_COUNT_TOTAL_MATCHTOR pitch_count_summary total, row sum, and pitching total all match: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 4 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 4 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.506.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): DET wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; HR: current=1, sim=2; RBI: current=4, sim=5; BB: current=4, sim=5; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Riley Greene: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, BB current=1 box=0; Kevin McGonigle: H current=1 box=0, SO current=0 box=2; Dillon Dingler: AB current=4 box=3, BB current=0 box=1; Brett Callahan: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Gleyber Torres: H current=1 box=0, SO current=1 box=3; Hao-Yu Lee: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Max Clark: HR current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Spencer Torkelson: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model pitcher projections differ from final simulation pitching box score (H: current=6, sim=7; HR: current=1, sim=2).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=8, sim=9; 2B: current=1, sim=2; SO: current=7, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Alejandro Kirk: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Brett Bateman: AB current=4 box=5, H current=1 box=2, RBI current=0 box=2, BB current=1 box=0; Vladimir Guerrero Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; George Springer: AB current=4 box=5, H current=1 box=3, 2B current=1 box=2, RBI current=1 box=0; Josh Smith: H current=0 box=1, R current=0 box=1, BB current=0 box=1; Nathan Lukes: H current=1 box=0; Andrés Giménez: AB current=3 box=4, SO current=1 box=0; Ernie Clement: AB current=4 box=3, H current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.0972773282789554.3069216623282385Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.506Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment54Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
DET12100001057
TOR21100000049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentDETbatting31710145480000
currentDETpitching9143119.0400
currentTORbatting33810144370000
currentTORpitching6155129.0500
simulationDETbatting3471025551200
simulationDETpitching9143119.0440166
simulationTORbatting3692014431101
simulationTORpitching7255129.0539182
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentDETDHRiley Greene041100111100.250
currentDETSSKevin McGonigle041000111000.250
currentDETCDillon Dingler041001110100.250
currentDETLFBrett Callahan031000000100.333
currentDET2BGleyber Torres041000111100.250
currentDET3BHao-Yu Lee031000000100.333
currentDETCFMax Clark031000100100.333
currentDET1BSpencer Torkelson030000001100.000
currentDETRFZach McKinstry030000000100.000
currentTORCAlejandro Kirk041000011100.250
currentTORCFBrett Bateman041000101100.250
currentTOR1BVladimir Guerrero Jr.041000110000.250
currentTORDHGeorge Springer041100111100.250
currentTORLFJosh Smith030000000100.000
currentTORRFNathan Lukes041000000100.250
currentTORSSAndrés Giménez031000000100.333
currentTOR2BErnie Clement041000000000.250
currentTOR3BKazuma Okamoto031001110100.333
simulationDET1SSKevin McGonigle540000111200.000
simulationDET22BGleyber Torres540000111300.000
simulationDET3DHRiley Greene552000110100.400
simulationDET4CDillon Dingler431001111100.333
simulationDET5LFBrett Callahan440000000200.000
simulationDET6CFMax Clark431001111100.333
simulationDET71BSpencer Torkelson441100000200.250
simulationDET8RFZach McKinstry442000000000.500
simulationDET93BHao-Yu Lee430000001000.000
simulationTOR1CFBrett Bateman552000120200.400
simulationTOR2DHGeorge Springer553200100200.600
simulationTOR31BVladimir Guerrero Jr.530000002000.000
simulationTOR4CAlejandro Kirk550000000400.000
simulationTOR5RFNathan Lukes440000000100.000
simulationTOR63BKazuma Okamoto442001120100.500
simulationTOR7SSAndrés Giménez441000000000.250
simulationTOR8LFJosh Smith431000101100.333
simulationTOR92BErnie Clement430000000010.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentDET1Troy MeltonStarter6.0733261004.502.421.05
currentDET2Tyler HoltonSetup Man1.1100020000.002.741.23
currentDET3Kenley JansenCloser1.0000110000.003.071.07
currentDET4Kyle FinneganMiddle Reliever (High Leverage)0.21110200013.503.191.45
currentTOR1José SorianoStarter5.2455471007.943.481.28
currentTOR2Spencer MilesMiddle Reliever (High Leverage)1.1100120000.002.711.06
currentTOR3Louis VarlandCloser1.0000020000.001.231.00
currentTOR4Tyler RogersSetup Man1.0100010000.001.731.15
simulationDET1Troy MeltonStarter6.0733261281174.502.421.05
simulationDET2Kenley JansenCloser1.00001104170.003.071.07
simulationDET3Tyler HoltonSetup Man1.11000205210.002.741.23
simulationDET4Kyle FinneganMiddle Reliever (High Leverage)0.211102031113.503.191.45
simulationTOR1José SorianoStarter5.2444471251116.353.481.28
simulationTOR2Louis VarlandCloser1.00000203160.001.231.00
simulationTOR3Tyler RogersSetup Man1.01000104160.001.731.15
simulationTOR4Spencer MilesMiddle Reliever (High Leverage)1.12111217396.752.711.06
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
DETTroy MeltonStarter6.0372628117
DETTyler HoltonSetup Man1.10102521
DETKenley JansenCloser1.00011417
DETKyle FinneganMiddle Reliever (High Leverage)0.21102311
TORJosé SorianoStarter5.2444725111
TORSpencer MilesMiddle Reliever (High Leverage)1.11212739
TORLouis VarlandCloser1.00002316
TORTyler RogersSetup Man1.00101416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_LAD@CIN

20260914_LAD@CIN.json • 2026-09-14

LAD 8 - CIN 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (H: current=7, sim=5; 2B: current=1, sim=3; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=2; SO: current=11, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Tyler Stephenson: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Dane Myers: H current=1 box=0, 2B current=1 box=0, BB current=1 box=0; Sal Stewart: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Juan Brito: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=0 box=3; Elly De La Cruz: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; TJ Friedl: SO current=1 box=0; Ke'Bryan Hayes: AB current=3 box=1, R current=0 box=1, BB current=0 box=2, SO current=1 box=0; JJ Bleday: AB current=3 box=4, H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=39; H: current=8, sim=12; RBI: current=4, sim=8; R: current=5, sim=8; BB: current=4, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Edman: H current=1 box=3, HR current=0 box=1, RBI current=1 box=4, BB current=0 box=1; Mookie Betts: RBI current=1 box=0, SO current=0 box=1; Kyle Tucker: AB current=4 box=5, BB current=1 box=0, SO current=1 box=0; Will Smith: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Enrique Hernández: AB current=3 box=5, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Josue De Paula: H current=0 box=1, BB current=0 box=1, SO current=1 box=0; Teoscar Hernández: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, R current=0 box=1; Miguel Rojas: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=34 matches LAD BF=34.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match CIN pitching: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match CIN pitching: 12.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match CIN pitching: 7.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=44 matches CIN BF=44.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 8.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.742 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 119, 'empirical_hit_rate': 0.563, 'empirical_weight': 0.5, 'blended_confidence': 0.7415, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.676.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 12, CIN 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 8 - CIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.58, reasons=local prediction memory shows 3 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 3 straight prior same-side picks'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'CIN', 'h2h_net_margin': 17, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-09', 'predicted_team_runs': 14, 'opponent_runs': 1, 'margin_for_predicted_team': 13, 'winner': 'LAD'}, {'date': '2026-09-08', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'LAD'}, {'date': '2026-09-07', 'predicted_team_runs': 6, 'opponent_runs': 3, 'margin_for_predicted_team': 3, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260909', 'away': 'CIN', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 13, 'raw_pick_probability': 0.58, 'artifact': '20260909_CIN@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260908', 'away': 'CIN', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 1, 'raw_pick_probability': 0.671836, 'artifact': '20260908_CIN@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260907', 'away': 'CIN', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 3, 'raw_pick_probability': 0.532561, 'artifact': '20260907_CIN@LAD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'LAD', 'final_score_winner': 'LAD', 'pre_simulation_winner': 'LAD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0291, 'recent_form_edge_home_minus_away': -1.462, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 3, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 5, 'simulation_margin': 5, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 3}, 'simulation_score': {'away_runs': 8, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 5, 'final_margin': 5, 'winner_quality_edge': 1.8942, 'winner': 'LAD', 'score_reviewed': {'away_runs': 8, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_LAD@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@CIN.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -17.0, 'absolute_net_margin': 17.0, 'home_average_margin': -5.667, 'home_run_delta': -0.1159, 'away_run_delta': 0.1159, 'evidence': [{'game_id': None, 'home_margin': -13.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 3, 'away_runs': 7, 'probability': 0.019215902971238305}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.018953021935637762}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.018881974742337077}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.018623661974944444}, {'home_runs': 3, 'away_runs': 8, 'probability': 0.018043862403489}], 'home_distribution': {'0': 0.06719876567068613, '1': 0.10659189853176425, '2': 0.1443129667115961, '3': 0.1667649460990073, '4': 0.16448353669566085, '5': 0.13847085031425563, '6': 0.09949758463965397, '7': 0.0610217941615969, '8': 0.03194299713702464, '9': 0.014271992471951194, '10': 0.005442667566803256}, 'away_distribution': {'0': 0.018811531567358646, '1': 0.031024557224117993, '2': 0.0472109079925498, '3': 0.06628792720073853, '4': 0.08587798574525297, '5': 0.10265605837301998, '6': 0.1132250822731473, '7': 0.11522747088485817, '8': 0.10819937178390279, '9': 0.09374514247822949, '10': 0.074942492384215, '11': 0.05527933579659218, '12': 0.03762294820057605, '13': 0.023626432936543693, '14': 0.013689853976752903, '15': 0.007319051421646923, '16': 0.003610489661919862, '17': 0.0016433600985778542}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -2.3154, 'recent_quality_edge': -1.112, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.8942}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0291, 'recent_form_edge_home_minus_away': -1.462, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 3, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 5, 'simulation_margin': 5, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 3}, 'simulation_score': {'away_runs': 8, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 5, 'final_margin': 5, 'winner_quality_edge': 1.8942, 'winner': 'LAD', 'score_reviewed': {'away_runs': 8, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
PASSpitch_countsimulationCINPITCH_COUNT_PITCHER_MATCHCIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCINPITCH_COUNT_TOTAL_MATCHCIN pitch_count_summary total, row sum, and pitching total all match: 171.
PASSpitch_countsimulationLADPITCH_COUNT_PITCHER_MATCHLAD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLADPITCH_COUNT_TOTAL_MATCHLAD pitch_count_summary total, row sum, and pitching total all match: 162.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 8 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 8 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 8-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAD wins 8-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 8-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-3, final 8-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 8-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 8/10 = 0.800.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=34 matches LAD BF=34.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match CIN pitching: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match CIN pitching: 12.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match CIN pitching: 7.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=44 matches CIN BF=44.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 8.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.742 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 119, 'empirical_hit_rate': 0.563, 'empirical_weight': 0.5, 'blended_confidence': 0.7415, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.676.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 12, CIN 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 8 - CIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.58, reasons=local prediction memory shows 3 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 3 straight prior same-side picks'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'CIN', 'h2h_net_margin': 17, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-09', 'predicted_team_runs': 14, 'opponent_runs': 1, 'margin_for_predicted_team': 13, 'winner': 'LAD'}, {'date': '2026-09-08', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'LAD'}, {'date': '2026-09-07', 'predicted_team_runs': 6, 'opponent_runs': 3, 'margin_for_predicted_team': 3, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260909', 'away': 'CIN', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 13, 'raw_pick_probability': 0.58, 'artifact': '20260909_CIN@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260908', 'away': 'CIN', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 1, 'raw_pick_probability': 0.671836, 'artifact': '20260908_CIN@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260907', 'away': 'CIN', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 3, 'raw_pick_probability': 0.532561, 'artifact': '20260907_CIN@LAD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'LAD', 'final_score_winner': 'LAD', 'pre_simulation_winner': 'LAD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0291, 'recent_form_edge_home_minus_away': -1.462, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 3, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 5, 'simulation_margin': 5, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 3}, 'simulation_score': {'away_runs': 8, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 5, 'final_margin': 5, 'winner_quality_edge': 1.8942, 'winner': 'LAD', 'score_reviewed': {'away_runs': 8, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_LAD@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@CIN.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -17.0, 'absolute_net_margin': 17.0, 'home_average_margin': -5.667, 'home_run_delta': -0.1159, 'away_run_delta': 0.1159, 'evidence': [{'game_id': None, 'home_margin': -13.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 3, 'away_runs': 7, 'probability': 0.019215902971238305}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.018953021935637762}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.018881974742337077}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.018623661974944444}, {'home_runs': 3, 'away_runs': 8, 'probability': 0.018043862403489}], 'home_distribution': {'0': 0.06719876567068613, '1': 0.10659189853176425, '2': 0.1443129667115961, '3': 0.1667649460990073, '4': 0.16448353669566085, '5': 0.13847085031425563, '6': 0.09949758463965397, '7': 0.0610217941615969, '8': 0.03194299713702464, '9': 0.014271992471951194, '10': 0.005442667566803256}, 'away_distribution': {'0': 0.018811531567358646, '1': 0.031024557224117993, '2': 0.0472109079925498, '3': 0.06628792720073853, '4': 0.08587798574525297, '5': 0.10265605837301998, '6': 0.1132250822731473, '7': 0.11522747088485817, '8': 0.10819937178390279, '9': 0.09374514247822949, '10': 0.074942492384215, '11': 0.05527933579659218, '12': 0.03762294820057605, '13': 0.023626432936543693, '14': 0.013689853976752903, '15': 0.007319051421646923, '16': 0.003610489661919862, '17': 0.0016433600985778542}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -2.3154, 'recent_quality_edge': -1.112, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.8942}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 3, 'score_text': 'LAD 8 - 3 CIN', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0291, 'recent_form_edge_home_minus_away': -1.462, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 3, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 5, 'simulation_margin': 5, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 3}, 'simulation_score': {'away_runs': 8, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 5, 'final_margin': 5, 'winner_quality_edge': 1.8942, 'winner': 'LAD', 'score_reviewed': {'away_runs': 8, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
PASSpitch_countsimulationCINPITCH_COUNT_PITCHER_MATCHCIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCINPITCH_COUNT_TOTAL_MATCHCIN pitch_count_summary total, row sum, and pitching total all match: 171.
PASSpitch_countsimulationLADPITCH_COUNT_PITCHER_MATCHLAD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLADPITCH_COUNT_TOTAL_MATCHLAD pitch_count_summary total, row sum, and pitching total all match: 162.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 8 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 8 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 8-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAD wins 8-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 8-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-3, final 8-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 8-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 8/10 = 0.800.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (H: current=7, sim=5; 2B: current=1, sim=3; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=2; SO: current=11, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Tyler Stephenson: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Dane Myers: H current=1 box=0, 2B current=1 box=0, BB current=1 box=0; Sal Stewart: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Juan Brito: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=0 box=3; Elly De La Cruz: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; TJ Friedl: SO current=1 box=0; Ke'Bryan Hayes: AB current=3 box=1, R current=0 box=1, BB current=0 box=2, SO current=1 box=0; JJ Bleday: AB current=3 box=4, H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=39; H: current=8, sim=12; RBI: current=4, sim=8; R: current=5, sim=8; BB: current=4, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Edman: H current=1 box=3, HR current=0 box=1, RBI current=1 box=4, BB current=0 box=1; Mookie Betts: RBI current=1 box=0, SO current=0 box=1; Kyle Tucker: AB current=4 box=5, BB current=1 box=0, SO current=1 box=0; Will Smith: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Enrique Hernández: AB current=3 box=5, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Josue De Paula: H current=0 box=1, BB current=0 box=1, SO current=1 box=0; Teoscar Hernández: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, R current=0 box=1; Miguel Rojas: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.0778526423430522.4951443947040333Base ML historical model prediction
variance_applied52Deterministic baseline target (variance factor 1.0)
enhanced_prediction730.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment83Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review83Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target83Capped at max 12 realistic runs
simulation_result83Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD215000000812
CIN02010000035
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting32810145470000
currentLADpitching513289.0300
currentCINbatting327101443110000
currentCINpitching1218579.0700
simulationLADbatting3912101885700
simulationLADpitching513289.0334162
simulationCINbatting325301332800
simulationCINpitching1218579.0844171
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLADCFTommy Edman041000110100.250
currentLADSSMookie Betts041000111000.250
currentLADRFKyle Tucker041000101100.250
currentLADCWill Smith041000001100.250
currentLAD1BEnrique Hernández031000000100.333
currentLADDHJosue De Paula030000100100.000
currentLADLFTeoscar Hernández041000010100.250
currentLAD2BMiguel Rojas031100000000.333
currentLAD3BMax Muncy031001111100.333
currentCINCTyler Stephenson041000011100.250
currentCINCFDane Myers041100001100.250
currentCIN1BSal Stewart041000110100.250
currentCIN2BJuan Brito041000100100.250
currentCINSSElly De La Cruz041001111200.250
currentCINDHTJ Friedl030000000100.000
currentCIN3BKe'Bryan Hayes030000000100.000
currentCINLFJJ Bleday031000000100.333
currentCINRFEugenio Suárez031000110200.333
simulationLAD1CFTommy Edman543001141100.750
simulationLAD2SSMookie Betts541000101100.250
simulationLAD3CWill Smith551000110200.200
simulationLAD4RFKyle Tucker551000100000.200
simulationLAD5LFTeoscar Hernández552000100000.400
simulationLAD62BMiguel Rojas540000001100.000
simulationLAD73BMax Muncy542000111100.500
simulationLAD81BEnrique Hernández551100120100.200
simulationLAD9DHJosue De Paula431000101000.333
simulationCIN1CFDane Myers440000000100.000
simulationCIN2SSElly De La Cruz440000000000.000
simulationCIN31BSal Stewart440000000100.000
simulationCIN4CTyler Stephenson440000000200.000
simulationCIN5DHEugenio Suárez443200100100.750
simulationCIN62BJuan Brito442101130100.500
simulationCIN7LFJJ Bleday440000000200.000
simulationCIN83BKe'Bryan Hayes310000102000.000
simulationCIN9CFTJ Friedl330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Tarik SkubalStarter6.2533171004.052.840.97
currentLAD2Edgardo HenriquezSetup Man1.0000010000.002.851.03
currentLAD3Brock StewartMiddle Reliever (High Leverage)0.2000000000.002.381.01
currentLAD4Tanner ScottCloser0.2000100000.002.911.01
currentCIN1Nick LodoloStarter4.19873310014.545.121.53
currentCIN2Brock BurkeMiddle Reliever (High Leverage)1.0000000000.002.431.28
currentCIN3Emilio PagánCloser1.0100110000.003.721.03
currentCIN4Luis MeySetup Man1.0100000000.006.591.74
currentCIN5Tony SantillanMiddle Reliever (High Leverage)1.0000120000.005.821.55
currentCIN6Tejay AntoneMiddle Reliever0.1100010000.002.901.03
currentCIN7Pierce JohnsonReliever0.1000000000.00
simulationLAD1Tarik SkubalStarter6.2533171261154.052.840.97
simulationLAD2Tanner ScottCloser0.20001003120.002.911.01
simulationLAD3Edgardo HenriquezSetup Man1.00000103250.002.851.03
simulationLAD4Brock StewartMiddle Reliever (High Leverage)0.20000002100.002.381.01
simulationCIN1Nick LodoloStarter4.1988331259416.625.121.53
simulationCIN2Emilio PagánCloser1.01001105200.003.721.03
simulationCIN3Luis MeySetup Man1.01000004160.006.591.74
simulationCIN4Brock BurkeMiddle Reliever (High Leverage)1.00000003130.002.431.28
simulationCIN5Tony SantillanMiddle Reliever (High Leverage)1.00001204170.005.821.55
simulationCIN6Tejay AntoneMiddle Reliever0.1100010270.002.901.03
simulationCIN7Pierce JohnsonReliever0.1000000140.004.741.37
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADTarik SkubalStarter6.2351726115
LADEdgardo HenriquezSetup Man1.00001325
LADBrock StewartMiddle Reliever (High Leverage)0.20000210
LADTanner ScottCloser0.20010312
CINNick LodoloStarter4.189332594
CINBrock BurkeMiddle Reliever (High Leverage)1.00000313
CINEmilio PagánCloser1.00111520
CINLuis MeySetup Man1.00100416
CINTony SantillanMiddle Reliever (High Leverage)1.00012417
CINTejay AntoneMiddle Reliever0.1010127
CINPierce JohnsonReliever0.1000014
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_MIA@ARI

20260914_MIA@ARI.json • 2026-09-14

MIA 5 - ARI 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=8, sim=7; BB: current=3, sim=2; SO: current=5, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Lars Nootbaar: H current=1 box=0, BB current=1 box=0; Geraldo Perdomo: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Corbin Carroll: AB current=4 box=3, 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=2; Gabriel Moreno: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Pavin Smith: H current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=0 box=1; Ketel Marte: 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Arenado: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Tim Tawa: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; 2B: current=2, sim=1; HR: current=1, sim=3; RBI: current=4, sim=5; BB: current=3, sim=2; SO: current=7, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=4 box=5, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Xavier Edwards: H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Heriberto Hernández: H current=1 box=3, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0; Griffin Conine: BB current=1 box=0, SO current=1 box=2; Otto Lopez: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Jakob Marsee: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Javier Sanoja: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Joe Mack: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match MIA pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match ARI pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match ARI pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match ARI pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match ARI pitching: 10.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches ARI BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.594 -> 0.573 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.593811, 'sample_size': 584, 'empirical_hit_rate': 0.5514, 'empirical_weight': 0.5, 'blended_confidence': 0.572605, 'published_confidence': 0.517426, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.483.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.526/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 8, ARI 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 5 - ARI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.5174260625, 'h2h_net_margin': 14, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_MIA@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@ARI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -14.0, 'absolute_net_margin': 14.0, 'home_average_margin': -4.667, 'home_run_delta': -0.0955, 'away_run_delta': 0.0955, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': -4.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.02133529638563516}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.020505719530818183}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.019958443652600532}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.019919383740625265}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.019860140843179032}], 'home_distribution': {'0': 0.052464162283958275, '1': 0.08418197713778118, '2': 0.11797248027543546, '3': 0.14439345513045246, '4': 0.15435457869244784, '5': 0.14411086818402663, '6': 0.11751117320064575, '7': 0.08368869573114211, '8': 0.05205466389015208, '9': 0.028278586888251314, '10': 0.013417171471762464, '11': 0.005559931570132464, '12': 0.002012255543812074}, 'away_distribution': {'0': 0.037244366341482565, '1': 0.06048453580303114, '2': 0.08787960383023259, '3': 0.11423305859134464, '4': 0.13284814551355756, '5': 0.13822263366832693, '6': 0.12866570600895777, '7': 0.10715351634718369, '8': 0.07983806888575332, '9': 0.0532198439001467, '10': 0.03173928545913028, '11': 0.016934823341914255, '12': 0.008083960302339875, '13': 0.0034524520065985524}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.0233, 'recent_quality_edge': 0.428, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.165}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'MIA 5 - 4 ARI', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'MIA 5 - 4 ARI', 'winner': 'MIA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0107, 'recent_form_edge_home_minus_away': 0.078, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'MIA', 'model_winner': 'MIA', 'simulation_winner': 'MIA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'MIA', 'published_winner_draw_share': 0.4, 'draw_majority_team': 'ARI', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.165, 'winner': 'MIA', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 153.
PASSpitch_countsimulationARIPITCH_COUNT_PITCHER_MATCHARI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationARIPITCH_COUNT_TOTAL_MATCHARI pitch_count_summary total, row sum, and pitching total all match: 153.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIA 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): MIA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match MIA pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match ARI pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match ARI pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match ARI pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match ARI pitching: 10.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches ARI BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.594 -> 0.573 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.593811, 'sample_size': 584, 'empirical_hit_rate': 0.5514, 'empirical_weight': 0.5, 'blended_confidence': 0.572605, 'published_confidence': 0.517426, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.483.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.526/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 8, ARI 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 5 - ARI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.5174260625, 'h2h_net_margin': 14, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_MIA@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@ARI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -14.0, 'absolute_net_margin': 14.0, 'home_average_margin': -4.667, 'home_run_delta': -0.0955, 'away_run_delta': 0.0955, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': -4.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.02133529638563516}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.020505719530818183}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.019958443652600532}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.019919383740625265}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.019860140843179032}], 'home_distribution': {'0': 0.052464162283958275, '1': 0.08418197713778118, '2': 0.11797248027543546, '3': 0.14439345513045246, '4': 0.15435457869244784, '5': 0.14411086818402663, '6': 0.11751117320064575, '7': 0.08368869573114211, '8': 0.05205466389015208, '9': 0.028278586888251314, '10': 0.013417171471762464, '11': 0.005559931570132464, '12': 0.002012255543812074}, 'away_distribution': {'0': 0.037244366341482565, '1': 0.06048453580303114, '2': 0.08787960383023259, '3': 0.11423305859134464, '4': 0.13284814551355756, '5': 0.13822263366832693, '6': 0.12866570600895777, '7': 0.10715351634718369, '8': 0.07983806888575332, '9': 0.0532198439001467, '10': 0.03173928545913028, '11': 0.016934823341914255, '12': 0.008083960302339875, '13': 0.0034524520065985524}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.0233, 'recent_quality_edge': 0.428, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.165}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'MIA 5 - 4 ARI', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'MIA 5 - 4 ARI', 'winner': 'MIA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0107, 'recent_form_edge_home_minus_away': 0.078, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'MIA', 'model_winner': 'MIA', 'simulation_winner': 'MIA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'MIA', 'published_winner_draw_share': 0.4, 'draw_majority_team': 'ARI', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.165, 'winner': 'MIA', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 153.
PASSpitch_countsimulationARIPITCH_COUNT_PITCHER_MATCHARI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationARIPITCH_COUNT_TOTAL_MATCHARI pitch_count_summary total, row sum, and pitching total all match: 153.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIA 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): MIA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=8, sim=7; BB: current=3, sim=2; SO: current=5, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Lars Nootbaar: H current=1 box=0, BB current=1 box=0; Geraldo Perdomo: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Corbin Carroll: AB current=4 box=3, 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=2; Gabriel Moreno: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Pavin Smith: H current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=0 box=1; Ketel Marte: 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Arenado: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Tim Tawa: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; 2B: current=2, sim=1; HR: current=1, sim=3; RBI: current=4, sim=5; BB: current=3, sim=2; SO: current=7, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=4 box=5, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Xavier Edwards: H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Heriberto Hernández: H current=1 box=3, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0; Griffin Conine: BB current=1 box=0, SO current=1 box=2; Otto Lopez: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Jakob Marsee: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Javier Sanoja: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Joe Mack: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8035310591914064.711044065923282Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.517Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by starter_quality_favours_the_other_side, projected_margin_is_one_run)
embedded_savant_run_environment54Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIA00000301158
ARI01000300047
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMIAbatting34820145370000
currentMIApitching714279.0400
currentARIbatting33820144350000
currentARIpitching8352109.0500
simulationMIAbatting3581035521000
simulationMIApitching714279.0436150
simulationARIbatting347201442700
simulationARIpitching8352109.0537153
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIA1BKyle Stowers041100010100.250
currentMIA2BXavier Edwards041000001100.250
currentMIALFHeriberto Hernández041001110100.250
currentMIARFGriffin Conine041000111100.250
currentMIASSOtto Lopez041000100000.250
currentMIACFJakob Marsee041000101100.250
currentMIA3BJavier Sanoja041100110000.250
currentMIACJoe Mack031000000100.333
currentMIADHAgustín Ramírez030000000100.000
currentARILFLars Nootbaar041000001100.250
currentARISSGeraldo Perdomo041000001000.250
currentARIRFCorbin Carroll041100101100.250
currentARICGabriel Moreno041100110000.250
currentARIDHPavin Smith030000000000.000
currentARI2BKetel Marte041001110000.250
currentARI3BNolan Arenado041000110100.250
currentARI1BTim Tawa031000010100.333
currentARICFJordan Lawlar031000000100.333
simulationMIA11BKyle Stowers551001120200.200
simulationMIA2LFHeriberto Hernández443100100000.750
simulationMIA32BXavier Edwards440000000200.000
simulationMIA4RFGriffin Conine441000110200.250
simulationMIA5SSOtto Lopez440000000100.000
simulationMIA6CFJakob Marsee430000001100.000
simulationMIA73BJavier Sanoja440000000100.000
simulationMIA8CJoe Mack441001110000.250
simulationMIA9DHAgustín Ramírez432001111100.667
simulationARI1LFLars Nootbaar440000000100.000
simulationARI22BKetel Marte441100000200.250
simulationARI3CGabriel Moreno440000000000.000
simulationARI4SSGeraldo Perdomo442000110000.500
simulationARI5RFCorbin Carroll431001121000.333
simulationARI63BNolan Arenado442100110000.500
simulationARI71BTim Tawa440000000300.000
simulationARI8DHPavin Smith431000101100.333
simulationARI9CFJordan Lawlar440000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIA1Sandy AlcantaraStarter6.0744251006.003.781.22
currentMIA2Calvin FaucherCloser1.0000020000.003.611.33
currentMIA3Michael PetersenMiddle Reliever (High Leverage)1.0000000000.003.191.10
currentMIA4Tyler ZuberSetup Man1.0000000000.004.791.40
currentARI1Corbin BurnesStarter3.0533092009.000.001.33
currentARI2Brandyn GarciaCloser2.1000200000.001.740.68
currentARI3Jonathan LoáisigaMiddle Reliever (High Leverage)1.2111011005.402.801.11
currentARI4Juan MorilloSetup Man2.0211000004.502.540.98
simulationMIA1Sandy AlcantaraStarter6.0744251271116.003.781.22
simulationMIA2Calvin FaucherCloser1.00000203130.003.611.33
simulationMIA3Tyler ZuberSetup Man1.00000003130.004.791.40
simulationMIA4Michael PetersenMiddle Reliever (High Leverage)1.00000003130.003.191.10
simulationARI1Corbin BurnesStarter3.053309214619.000.001.33
simulationARI2Brandyn GarciaCloser2.10002009370.001.740.68
simulationARI3Juan MorilloSetup Man2.02110008314.502.540.98
simulationARI4Jonathan LoáisigaMiddle Reliever (High Leverage)1.21110116245.402.801.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MIASandy AlcantaraStarter6.0472527111
MIACalvin FaucherCloser1.00002313
MIAMichael PetersenMiddle Reliever (High Leverage)1.00000313
MIATyler ZuberSetup Man1.00000313
ARICorbin BurnesStarter3.035091461
ARIBrandyn GarciaCloser2.10020937
ARIJonathan LoáisigaMiddle Reliever (High Leverage)1.21101624
ARIJuan MorilloSetup Man2.01200831
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_NYY@MIN

20260914_NYY@MIN.json • 2026-09-14

NYY 6 - MIN 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=8, sim=3; 2B: current=2, sim=1; HR: current=1, sim=2; SO: current=7, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Luke Keaschall: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Ryan Jeffers: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3, BB current=1 box=0; Emmanuel Rodriguez: AB current=4 box=3, H current=1 box=0; Victor Caratini: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Brooks Lee: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Josh Bell: H current=1 box=0, RBI current=1 box=0; Kody Clemens: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Walker Jenkins: AB current=3 box=2, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=8, sim=10; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Cody Bellinger: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Aaron Judge: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Luis García Jr.: RBI current=1 box=2, SO current=0 box=1; Spencer Jones: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; George Lombard Jr.: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; José Caballero: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Austin Wells: AB current=3 box=4, H current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match NYY pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match NYY pitching: 6.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=34 matches NYY BF=34.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match MIN pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match MIN pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match MIN pitching: 10.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match MIN pitching: 8.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=39 matches MIN BF=39.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.762 -> 0.658 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.761678, 'sample_size': 589, 'empirical_hit_rate': 0.5535, 'empirical_weight': 0.5, 'blended_confidence': 0.657589, 'published_confidence': 0.57, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.570.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.570.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.430.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.478/0.657.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 10, MIN 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 6 - MIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.57, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'MIN', 'h2h_net_margin': -9, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'MIN'}, {'date': '2026-07-04', 'predicted_team_runs': 4, 'opponent_runs': 11, 'margin_for_predicted_team': -7, 'winner': 'MIN'}, {'date': '2026-07-03', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260703', 'away': 'MIN', 'home': 'NYY', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260703_MIN@NYY.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0048, 'recent_form_edge_home_minus_away': -0.8513, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.2593, 'winner': 'NYY', 'score_reviewed': {'away_runs': 6, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_NYY@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@MIN.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0614, 'away_run_delta': -0.0614, 'evidence': [{'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 7.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 6, 'probability': 0.018218855891145518}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.017578884062738005}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.01756738266091541}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01728007942757887}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.016950295063921764}], 'home_distribution': {'0': 0.04792493801450017, '1': 0.07717461395217054, '2': 0.10932151341119033, '3': 0.13622445171604072, '4': 0.14932164498786565, '5': 0.1439821738934817, '6': 0.12212735486603177, '7': 0.09112455890752127, '8': 0.05981032895801785, '9': 0.03453307141042158, '10': 0.017539309271584754, '11': 0.007836245423451555, '12': 0.003079795187722034}, 'away_distribution': {'0': 0.023494632798650068, '1': 0.03858956235304799, '2': 0.05800505990820048, '3': 0.07979152050721638, '4': 0.1004482644573889, '5': 0.11572387532285157, '6': 0.12201081693565617, '7': 0.11772495584392015, '8': 0.10395217305153392, '9': 0.08400273834375427, '10': 0.062122389125945, '11': 0.042043386546768216, '12': 0.026040065164109026, '13': 0.014759827357489378, '14': 0.007656236206044682, '15': 0.0036344960774235525}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.4161, 'recent_quality_edge': -0.968, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.2593}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0048, 'recent_form_edge_home_minus_away': -0.8513, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.2593, 'winner': 'NYY', 'score_reviewed': {'away_runs': 6, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
PASSpitch_countsimulationMINPITCH_COUNT_PITCHER_MATCHMIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMINPITCH_COUNT_TOTAL_MATCHMIN pitch_count_summary total, row sum, and pitching total all match: 169.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 6 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 6 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.570.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 6-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-4, final 6-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match NYY pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match NYY pitching: 6.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=34 matches NYY BF=34.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match MIN pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match MIN pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match MIN pitching: 10.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match MIN pitching: 8.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=39 matches MIN BF=39.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.762 -> 0.658 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.761678, 'sample_size': 589, 'empirical_hit_rate': 0.5535, 'empirical_weight': 0.5, 'blended_confidence': 0.657589, 'published_confidence': 0.57, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.570.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.570.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.430.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.478/0.657.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 10, MIN 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 6 - MIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.57, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'MIN', 'h2h_net_margin': -9, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'MIN'}, {'date': '2026-07-04', 'predicted_team_runs': 4, 'opponent_runs': 11, 'margin_for_predicted_team': -7, 'winner': 'MIN'}, {'date': '2026-07-03', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260703', 'away': 'MIN', 'home': 'NYY', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260703_MIN@NYY.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0048, 'recent_form_edge_home_minus_away': -0.8513, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.2593, 'winner': 'NYY', 'score_reviewed': {'away_runs': 6, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_NYY@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@MIN.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0614, 'away_run_delta': -0.0614, 'evidence': [{'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 7.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 6, 'probability': 0.018218855891145518}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.017578884062738005}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.01756738266091541}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01728007942757887}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.016950295063921764}], 'home_distribution': {'0': 0.04792493801450017, '1': 0.07717461395217054, '2': 0.10932151341119033, '3': 0.13622445171604072, '4': 0.14932164498786565, '5': 0.1439821738934817, '6': 0.12212735486603177, '7': 0.09112455890752127, '8': 0.05981032895801785, '9': 0.03453307141042158, '10': 0.017539309271584754, '11': 0.007836245423451555, '12': 0.003079795187722034}, 'away_distribution': {'0': 0.023494632798650068, '1': 0.03858956235304799, '2': 0.05800505990820048, '3': 0.07979152050721638, '4': 0.1004482644573889, '5': 0.11572387532285157, '6': 0.12201081693565617, '7': 0.11772495584392015, '8': 0.10395217305153392, '9': 0.08400273834375427, '10': 0.062122389125945, '11': 0.042043386546768216, '12': 0.026040065164109026, '13': 0.014759827357489378, '14': 0.007656236206044682, '15': 0.0036344960774235525}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.4161, 'recent_quality_edge': -0.968, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.2593}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 MIN', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0048, 'recent_form_edge_home_minus_away': -0.8513, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.2593, 'winner': 'NYY', 'score_reviewed': {'away_runs': 6, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
PASSpitch_countsimulationMINPITCH_COUNT_PITCHER_MATCHMIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMINPITCH_COUNT_TOTAL_MATCHMIN pitch_count_summary total, row sum, and pitching total all match: 169.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 6 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 6 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.570.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 6-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-4, final 6-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=8, sim=3; 2B: current=2, sim=1; HR: current=1, sim=2; SO: current=7, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Luke Keaschall: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Ryan Jeffers: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3, BB current=1 box=0; Emmanuel Rodriguez: AB current=4 box=3, H current=1 box=0; Victor Caratini: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Brooks Lee: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Josh Bell: H current=1 box=0, RBI current=1 box=0; Kody Clemens: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Walker Jenkins: AB current=3 box=2, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=8, sim=10; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Cody Bellinger: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Aaron Judge: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Luis García Jr.: RBI current=1 box=2, SO current=0 box=1; Spencer Jones: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; George Lombard Jr.: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; José Caballero: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Austin Wells: AB current=3 box=4, H current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1887491968988234.348259603279808Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction640.570Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment64Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review64Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target64Capped at max 12 realistic runs
simulation_result64Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY010020030610
MIN02001000143
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting32820145380000
currentNYYpitching324369.0400
currentMINbatting33820144370000
currentMINpitching1036289.0600
simulationNYYbatting3710203662800
simulationNYYpitching324369.0434156
simulationMINbatting303102443601
simulationMINpitching1036289.0639169
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYDHBen Rice041100111100.250
currentNYYLFCody Bellinger041000111100.250
currentNYYRFAaron Judge041001111100.250
currentNYY1BLuis García Jr.041100110000.250
currentNYYCFSpencer Jones041000000100.250
currentNYYSSGeorge Lombard Jr.031000100100.333
currentNYY2BJosé Caballero031000000100.333
currentNYYCAustin Wells030000000100.000
currentNYY3BRyan McMahon031000000100.333
currentMINRFLuke Keaschall041000101000.250
currentMINCRyan Jeffers041100111100.250
currentMINLFEmmanuel Rodriguez041000101100.250
currentMIN1BVictor Caratini031000000000.333
currentMIN3BBrooks Lee041100010100.250
currentMINDHJosh Bell041000010100.250
currentMIN2BKody Clemens041001110100.250
currentMINCFWalker Jenkins030000000100.000
currentMINSSRyan Kreidler031000000100.333
simulationNYY1DHBen Rice550000000100.000
simulationNYY2LFCody Bellinger552000100000.400
simulationNYY3RFAaron Judge531001112000.333
simulationNYY41BLuis García Jr.441100120100.250
simulationNYY5CFSpencer Jones441001110100.250
simulationNYY6SSGeorge Lombard Jr.440000000200.000
simulationNYY73BRyan McMahon442100110100.500
simulationNYY8CAustin Wells442000000100.500
simulationNYY92BJosé Caballero441001110100.250
simulationMIN1RFLuke Keaschall430000000010.000
simulationMIN23BBrooks Lee440000000000.000
simulationMIN32BKody Clemens430000101000.000
simulationMIN4CRyan Jeffers442101130100.500
simulationMIN5DHJosh Bell440000000100.000
simulationMIN6LFEmmanuel Rodriguez430000101100.000
simulationMIN71BVictor Caratini440000000100.000
simulationMIN8SSRyan Kreidler330000000200.000
simulationMIN9CFWalker Jenkins321001111000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Will WarrenStarter5.1233242005.064.051.36
currentNYY2Brent HeadrickSetup Man1.0000010000.001.941.18
currentNYY3David BednarCloser1.0000000000.002.661.03
currentNYY4Paul BlackburnMiddle Reliever (High Leverage)1.0000000000.001.671.07
currentNYY5Tim HillMiddle Reliever (High Leverage)0.21111100013.504.231.07
currentMIN1Dean KremerStarter4.2633153005.795.651.30
currentMIN2A.J. MinterMiddle Reliever (High Leverage)1.14331100020.252.010.97
currentMIN3Andrew MorrisMiddle Reliever (High Leverage)1.0000000000.004.011.35
currentMIN4Jeff HoffmanSetup Man1.0000010000.003.651.35
currentMIN5Yoendrys GómezCloser1.0000010000.003.921.39
simulationNYY1Will WarrenStarter5.123324221935.064.051.36
simulationNYY2David BednarCloser1.00000003130.002.661.03
simulationNYY3Brent HeadrickSetup Man1.00000103220.001.941.18
simulationNYY4Paul BlackburnMiddle Reliever (High Leverage)1.00000003130.001.671.07
simulationNYY5Tim HillMiddle Reliever (High Leverage)0.211111041513.504.231.07
simulationMIN1Dean KremerStarter4.263315321935.795.651.30
simulationMIN2Yoendrys GómezCloser1.00000103130.003.921.39
simulationMIN3Jeff HoffmanSetup Man1.00000103130.003.651.35
simulationMIN4A.J. MinterMiddle Reliever (High Leverage)1.143311093720.252.010.97
simulationMIN5Andrew MorrisMiddle Reliever (High Leverage)1.00000003130.004.011.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYWill WarrenStarter5.132242193
NYYBrent HeadrickSetup Man1.00001322
NYYDavid BednarCloser1.00000313
NYYPaul BlackburnMiddle Reliever (High Leverage)1.00000313
NYYTim HillMiddle Reliever (High Leverage)0.21111415
MINDean KremerStarter4.236152193
MINA.J. MinterMiddle Reliever (High Leverage)1.13411937
MINAndrew MorrisMiddle Reliever (High Leverage)1.00000313
MINJeff HoffmanSetup Man1.00001313
MINYoendrys GómezCloser1.00001313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_SD@COL

20260914_SD@COL.json • 2026-09-14

SD 8 - COL 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; R: current=4, sim=5; BB: current=2, sim=1; SO: current=8, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Hunter Goodman: H current=1 box=2, HR current=1 box=0, SO current=1 box=0; Cole Carrigg: H current=1 box=2, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Connor Norby: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2, R current=0 box=1; Mickey Moniak: RBI current=1 box=0, SO current=1 box=2; Adael Amador: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, HBP current=0 box=1; Jake McCarthy: AB current=4 box=5, 2B current=1 box=0, RBI current=1 box=2, SO current=1 box=2; TJ Rumfield: AB current=4 box=3, H current=1 box=0; Kyle Karros: R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=9, sim=11; 2B: current=2, sim=0; 3B: current=0, sim=3; HR: current=1, sim=2; RBI: current=5, sim=8; R: current=5, sim=8; BB: current=3, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Ty France: HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=3, 2B current=1 box=0, 3B current=0 box=1; Luis Campusano: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Manny Machado: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Dustin Harris: AB current=3 box=5, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1; Jackson Merrill: 2B current=1 box=0, 3B current=0 box=1, RBI current=1 box=0; Xander Bogaerts: AB current=3 box=4, R current=0 box=1, BB current=1 box=0, SO current=0 box=2; Jake Cronenworth: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SD pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SD pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SD pitching: 11.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=38 matches SD BF=38.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match COL pitching: 11.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match COL pitching: 9.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=40 matches COL BF=40.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 8.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.785 -> 0.677 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.784898, 'sample_size': 123, 'empirical_hit_rate': 0.5691, 'empirical_weight': 0.5, 'blended_confidence': 0.676999, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 13 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.449/0.624.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 11, COL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 8 - COL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.58, reasons=local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'COL', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-29', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'SD'}, {'date': '2026-07-28', 'predicted_team_runs': 8, 'opponent_runs': 7, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-04-23', 'predicted_team_runs': 10, 'opponent_runs': 8, 'margin_for_predicted_team': 2, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260729', 'away': 'COL', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260729_COL@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260728', 'away': 'COL', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.57, 'artifact': '20260728_COL@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'COL', 'simulation_score_winner': 'SD', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0346, 'recent_form_edge_home_minus_away': -1.246, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 5, 'winner': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'SD', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 5}, 'simulation_score': {'away_runs': 8, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.366, 'winner': 'SD', 'score_reviewed': {'away_runs': 8, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_SD@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@COL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.2, 'home_run_delta': -0.0058, 'away_run_delta': 0.0058, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 7, 'probability': 0.014899277126143204}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.014726907194188755}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.014162563184426866}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.0140767302437853}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.014003755619103882}], 'home_distribution': {'0': 0.03483272164995814, '1': 0.0566758196361497, '2': 0.08281737524696232, '3': 0.10868218653433698, '4': 0.1280880236543905, '5': 0.13557260300624807, '6': 0.1288690410881853, '7': 0.11001160776062027, '8': 0.08434156957906916, '9': 0.05807083870242589, '10': 0.035907715081269366, '11': 0.01994025440757192, '12': 0.009944589754547907, '13': 0.004454062441515815, '14': 0.001791591456748696}, 'away_distribution': {'0': 0.015173569479598543, '1': 0.025110442742288745, '2': 0.038605275827592066, '3': 0.0551397288833289, '4': 0.07316582434655869, '5': 0.090193988164464, '6': 0.1032934037451394, '7': 0.10989887924078988, '8': 0.10862745766937913, '9': 0.0997497105934547, '10': 0.08509603999302795, '11': 0.0674423560126162, '12': 0.04965715037617499, '13': 0.033966948338008195, '14': 0.021585243136480907, '15': 0.012743333124943152, '16': 0.006989318065582915, '17': 0.0035613302605717752}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.5436, 'recent_quality_edge': -1.036, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.366}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0346, 'recent_form_edge_home_minus_away': -1.246, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 5, 'winner': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'SD', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 5}, 'simulation_score': {'away_runs': 8, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.366, 'winner': 'SD', 'score_reviewed': {'away_runs': 8, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
PASSpitch_countsimulationCOLPITCH_COUNT_PITCHER_MATCHCOL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCOLPITCH_COUNT_TOTAL_MATCHCOL pitch_count_summary total, row sum, and pitching total all match: 175.
PASSpitch_countsimulationSDPITCH_COUNT_PITCHER_MATCHSD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSDPITCH_COUNT_TOTAL_MATCHSD pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 8 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 8 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 8-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): SD wins 8-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 8-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-5, final 8-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 8-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SD pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SD pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SD pitching: 11.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=38 matches SD BF=38.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match COL pitching: 11.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match COL pitching: 9.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=40 matches COL BF=40.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 8.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.785 -> 0.677 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.784898, 'sample_size': 123, 'empirical_hit_rate': 0.5691, 'empirical_weight': 0.5, 'blended_confidence': 0.676999, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 13 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.449/0.624.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 11, COL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 8 - COL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.58, reasons=local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'COL', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-29', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'SD'}, {'date': '2026-07-28', 'predicted_team_runs': 8, 'opponent_runs': 7, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-04-23', 'predicted_team_runs': 10, 'opponent_runs': 8, 'margin_for_predicted_team': 2, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260729', 'away': 'COL', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260729_COL@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260728', 'away': 'COL', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.57, 'artifact': '20260728_COL@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'COL', 'simulation_score_winner': 'SD', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0346, 'recent_form_edge_home_minus_away': -1.246, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 5, 'winner': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'SD', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 5}, 'simulation_score': {'away_runs': 8, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.366, 'winner': 'SD', 'score_reviewed': {'away_runs': 8, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_SD@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@COL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.2, 'home_run_delta': -0.0058, 'away_run_delta': 0.0058, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 7, 'probability': 0.014899277126143204}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.014726907194188755}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.014162563184426866}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.0140767302437853}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.014003755619103882}], 'home_distribution': {'0': 0.03483272164995814, '1': 0.0566758196361497, '2': 0.08281737524696232, '3': 0.10868218653433698, '4': 0.1280880236543905, '5': 0.13557260300624807, '6': 0.1288690410881853, '7': 0.11001160776062027, '8': 0.08434156957906916, '9': 0.05807083870242589, '10': 0.035907715081269366, '11': 0.01994025440757192, '12': 0.009944589754547907, '13': 0.004454062441515815, '14': 0.001791591456748696}, 'away_distribution': {'0': 0.015173569479598543, '1': 0.025110442742288745, '2': 0.038605275827592066, '3': 0.0551397288833289, '4': 0.07316582434655869, '5': 0.090193988164464, '6': 0.1032934037451394, '7': 0.10989887924078988, '8': 0.10862745766937913, '9': 0.0997497105934547, '10': 0.08509603999302795, '11': 0.0674423560126162, '12': 0.04965715037617499, '13': 0.033966948338008195, '14': 0.021585243136480907, '15': 0.012743333124943152, '16': 0.006989318065582915, '17': 0.0035613302605717752}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.5436, 'recent_quality_edge': -1.036, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.366}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 5, 'score_text': 'SD 8 - 5 COL', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0346, 'recent_form_edge_home_minus_away': -1.246, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 5, 'winner': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'SD', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 5}, 'simulation_score': {'away_runs': 8, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.366, 'winner': 'SD', 'score_reviewed': {'away_runs': 8, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
PASSpitch_countsimulationCOLPITCH_COUNT_PITCHER_MATCHCOL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCOLPITCH_COUNT_TOTAL_MATCHCOL pitch_count_summary total, row sum, and pitching total all match: 175.
PASSpitch_countsimulationSDPITCH_COUNT_PITCHER_MATCHSD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSDPITCH_COUNT_TOTAL_MATCHSD pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 8 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 8 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 8-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): SD wins 8-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 8-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-5, final 8-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 8-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; R: current=4, sim=5; BB: current=2, sim=1; SO: current=8, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Hunter Goodman: H current=1 box=2, HR current=1 box=0, SO current=1 box=0; Cole Carrigg: H current=1 box=2, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Connor Norby: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2, R current=0 box=1; Mickey Moniak: RBI current=1 box=0, SO current=1 box=2; Adael Amador: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, HBP current=0 box=1; Jake McCarthy: AB current=4 box=5, 2B current=1 box=0, RBI current=1 box=2, SO current=1 box=2; TJ Rumfield: AB current=4 box=3, H current=1 box=0; Kyle Karros: R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=9, sim=11; 2B: current=2, sim=0; 3B: current=0, sim=3; HR: current=1, sim=2; RBI: current=5, sim=8; R: current=5, sim=8; BB: current=3, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Ty France: HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=3, 2B current=1 box=0, 3B current=0 box=1; Luis Campusano: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Manny Machado: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Dustin Harris: AB current=3 box=5, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1; Jackson Merrill: 2B current=1 box=0, 3B current=0 box=1, RBI current=1 box=0; Xander Bogaerts: AB current=3 box=4, R current=0 box=1, BB current=1 box=0, SO current=0 box=2; Jake Cronenworth: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.78712885000833753.6146686102632293Base ML historical model prediction
variance_applied64Deterministic baseline target (variance factor 1.0)
enhanced_prediction750.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment85Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review85Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target85Capped at max 12 realistic runs
simulation_result85Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SD100300103811
COL21000101059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting32920155360000
currentSDpitching9151119.0500
currentCOLbatting34920154280000
currentCOLpitching1128299.0700
simulationSDbatting3811032882900
simulationSDpitching9151119.0538156
simulationCOLbatting3692015511101
simulationCOLpitching1128299.0840175
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSD1BTy France041001110100.250
currentSDRFFernando Tatis Jr.041100110100.250
currentSDDHLuis Campusano041000011100.250
currentSD3BManny Machado041000111100.250
currentSDLFDustin Harris031000100000.333
currentSDCFJackson Merrill041100110100.250
currentSDSSXander Bogaerts031000001000.333
currentSD2BJake Cronenworth031000000100.333
currentSDCFreddy Fermin031000000000.333
currentCOLCHunter Goodman041001110100.250
currentCOLCFCole Carrigg041100110100.250
currentCOL2BConnor Norby041000001100.250
currentCOLRFMickey Moniak041000010100.250
currentCOLDHAdael Amador031000110100.333
currentCOLLFJake McCarthy041100110100.250
currentCOL1BTJ Rumfield041000001000.250
currentCOL3BKyle Karros041000000100.250
currentCOLSSEzequiel Tovar031000000100.333
simulationSD1RFFernando Tatis Jr.553010110000.600
simulationSD2LFDustin Harris552010110100.400
simulationSD33BManny Machado552001130100.400
simulationSD41BTy France541000101100.250
simulationSD5CFJackson Merrill441010100100.250
simulationSD6DHLuis Campusano440000000200.000
simulationSD7SSXander Bogaerts441000100200.250
simulationSD82BJake Cronenworth441001130100.250
simulationSD9CFreddy Fermin430000101000.000
simulationCOL1LFJake McCarthy551000120200.200
simulationCOL22BConnor Norby552200100300.400
simulationCOL3CHunter Goodman442000110000.500
simulationCOL41BTJ Rumfield430000001000.000
simulationCOL5CFCole Carrigg442001120000.500
simulationCOL63BKyle Karros441000100100.250
simulationCOL7RFMickey Moniak441000000200.250
simulationCOL8DHAdael Amador430000000110.000
simulationCOL9SSEzequiel Tovar440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Casey MizeStarter5.0333041005.403.701.11
currentSD2Adrian MorejonSetup Man1.0000020000.002.791.05
currentSD3Bradgley RodriguezMiddle Reliever (High Leverage)1.0211010009.001.760.98
currentSD4Mason MillerCloser1.0311120009.001.140.85
currentSD5Yuki MatsuiMiddle Reliever (High Leverage)1.0100020000.001.981.12
currentCOL1Tomoyuki SuganoStarter4.2643151005.795.301.34
currentCOL2Brennan BernardinoSetup Man1.1111100006.752.431.11
currentCOL3Jaden HillMiddle Reliever (High Leverage)1.03330010027.004.541.49
currentCOL4Jimmy HergetMiddle Reliever (High Leverage)1.0100010000.006.001.52
currentCOL5Jordan RomanoCloser1.0000030000.004.401.29
simulationSD1Casey MizeStarter5.033304119825.403.701.11
simulationSD2Mason MillerCloser1.03111207269.001.140.85
simulationSD3Adrian MorejonSetup Man1.00000203130.002.791.05
simulationSD4Bradgley RodriguezMiddle Reliever (High Leverage)1.02110105199.001.760.98
simulationSD5Yuki MatsuiMiddle Reliever (High Leverage)1.01000204160.001.981.12
simulationCOL1Tomoyuki SuganoStarter4.264415121937.715.301.34
simulationCOL2Jordan RomanoCloser1.00000303130.004.401.29
simulationCOL3Brennan BernardinoSetup Man1.11111006316.752.431.11
simulationCOL4Jimmy HergetMiddle Reliever (High Leverage)1.01000104160.006.001.52
simulationCOL5Jaden HillMiddle Reliever (High Leverage)1.033300162227.004.541.49
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDCasey MizeStarter5.033041982
SDAdrian MorejonSetup Man1.00002313
SDBradgley RodriguezMiddle Reliever (High Leverage)1.01201519
SDMason MillerCloser1.01312726
SDYuki MatsuiMiddle Reliever (High Leverage)1.00102416
COLTomoyuki SuganoStarter4.246152193
COLBrennan BernardinoSetup Man1.11110631
COLJaden HillMiddle Reliever (High Leverage)1.03300622
COLJimmy HergetMiddle Reliever (High Leverage)1.00101416
COLJordan RomanoCloser1.00003313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_SEA@LAA

20260914_SEA@LAA.json • 2026-09-14

SEA 5 - LAA 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=7, sim=8; 2B: current=1, sim=0; RBI: current=4, sim=6; R: current=3, sim=6; BB: current=3, sim=2; SO: current=10, sim=8; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: BB current=1 box=0; Jose Siri: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Vaughn Grissom: 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Christian Moore: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Kyren Paris: AB current=3 box=4, H current=0 box=2, RBI current=0 box=2, R current=0 box=1; Wade Meckler: AB current=3 box=4, R current=1 box=0; Travis d'Arnaud: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1; Denzer Guzman: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=7, sim=9; 2B: current=1, sim=3; RBI: current=4, sim=5; BB: current=3, sim=4; SO: current=10, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Cal Raleigh: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Randy Arozarena: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Arroyo: AB current=3 box=4, R current=1 box=0; Julio Rodríguez: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, RBI current=1 box=2; J.P. Crawford: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Josh Naylor: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Cole Young: AB current=3 box=4, H current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match SEA pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match SEA pitching: 8.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match SEA pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches SEA BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match LAA pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match LAA pitching: 9.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match LAA pitching: 11.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=41 matches LAA BF=41.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.505 -> 0.532 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.505164, 'sample_size': 351, 'empirical_hit_rate': 0.5584, 'empirical_weight': 0.5, 'blended_confidence': 0.531782, 'published_confidence': 0.527588, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.472.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.528.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.528.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.526/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 9, LAA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 5 - LAA 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAA; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'LAA', 'opponent_team': 'SEA', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-02', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'SEA'}, {'date': '2026-06-30', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'SEA'}, {'date': '2026-06-29', 'predicted_team_runs': 2, 'opponent_runs': 6, 'margin_for_predicted_team': -4, 'winner': 'SEA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260702', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260702_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260630', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'SEA', 'actual_margin': 5, 'raw_pick_probability': 0.5445139999999999, 'artifact': '20260630_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260629', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 4, 'raw_pick_probability': 0.5234, 'artifact': '20260629_LAA@SEA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAA', 'guardrail_opponent_team': 'SEA', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'SEA', 'simulation_score_winner': 'LAA', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0359, 'recent_form_edge_home_minus_away': -0.326, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 6, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'LAA', 'published_winner_draw_share': 0.25, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.2584, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_SEA@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@LAA.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -8.0, 'absolute_net_margin': 8.0, 'home_average_margin': -1.6, 'home_run_delta': -0.0462, 'away_run_delta': 0.0462, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -5.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 5, 'probability': 0.020001574651533068}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.0199416814276376}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019711255707702324}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.0196522318222368}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.018057501745005384}], 'home_distribution': {'0': 0.040714125392377606, '1': 0.06593570818955725, '2': 0.09500354761266293, '3': 0.12178745451629738, '4': 0.13890211746773906, '5': 0.1409479493841365, '6': 0.1272483735056277, '7': 0.10220903795226853, '8': 0.07304154377036018, '9': 0.04644020940759696, '10': 0.0262701152245417, '11': 0.013221275911519859, '12': 0.005920090446837943, '13': 0.002358451218476238}, 'away_distribution': {'0': 0.04233626659151929, '1': 0.06847425111783526, '2': 0.09827972780915432, '3': 0.12517641767954962, '4': 0.14148259350186768, '5': 0.14190752500429227, '6': 0.12630768021691424, '7': 0.09976449580785163, '8': 0.06992688543476762, '9': 0.04349449351562407, '10': 0.024007464242701997, '11': 0.011759266240570209, '12': 0.0051113553606130695, '13': 0.001971577476738934}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.2596, 'recent_quality_edge': -0.256, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.2584}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0359, 'recent_form_edge_home_minus_away': -0.326, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 6, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'LAA', 'published_winner_draw_share': 0.25, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.2584, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 151.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 173.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 151.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 5 - 6 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 5 - 6 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAA wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAA, simulation=LAA, published=LAA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.528.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAA wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAA wins 5-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 5-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAA wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match SEA pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match SEA pitching: 8.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match SEA pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches SEA BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match LAA pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match LAA pitching: 9.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match LAA pitching: 11.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=41 matches LAA BF=41.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.505 -> 0.532 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.505164, 'sample_size': 351, 'empirical_hit_rate': 0.5584, 'empirical_weight': 0.5, 'blended_confidence': 0.531782, 'published_confidence': 0.527588, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.472.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.528.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.528.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.526/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 9, LAA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 5 - LAA 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAA; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'LAA', 'opponent_team': 'SEA', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-02', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'SEA'}, {'date': '2026-06-30', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'SEA'}, {'date': '2026-06-29', 'predicted_team_runs': 2, 'opponent_runs': 6, 'margin_for_predicted_team': -4, 'winner': 'SEA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260702', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260702_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260630', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'SEA', 'actual_margin': 5, 'raw_pick_probability': 0.5445139999999999, 'artifact': '20260630_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260629', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 4, 'raw_pick_probability': 0.5234, 'artifact': '20260629_LAA@SEA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAA', 'guardrail_opponent_team': 'SEA', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'SEA', 'simulation_score_winner': 'LAA', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0359, 'recent_form_edge_home_minus_away': -0.326, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 6, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'LAA', 'published_winner_draw_share': 0.25, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.2584, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_SEA@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@LAA.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -8.0, 'absolute_net_margin': 8.0, 'home_average_margin': -1.6, 'home_run_delta': -0.0462, 'away_run_delta': 0.0462, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -5.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 5, 'probability': 0.020001574651533068}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.0199416814276376}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019711255707702324}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.0196522318222368}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.018057501745005384}], 'home_distribution': {'0': 0.040714125392377606, '1': 0.06593570818955725, '2': 0.09500354761266293, '3': 0.12178745451629738, '4': 0.13890211746773906, '5': 0.1409479493841365, '6': 0.1272483735056277, '7': 0.10220903795226853, '8': 0.07304154377036018, '9': 0.04644020940759696, '10': 0.0262701152245417, '11': 0.013221275911519859, '12': 0.005920090446837943, '13': 0.002358451218476238}, 'away_distribution': {'0': 0.04233626659151929, '1': 0.06847425111783526, '2': 0.09827972780915432, '3': 0.12517641767954962, '4': 0.14148259350186768, '5': 0.14190752500429227, '6': 0.12630768021691424, '7': 0.09976449580785163, '8': 0.06992688543476762, '9': 0.04349449351562407, '10': 0.024007464242701997, '11': 0.011759266240570209, '12': 0.0051113553606130695, '13': 0.001971577476738934}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.2596, 'recent_quality_edge': -0.256, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.2584}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'SEA 5 - 6 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0359, 'recent_form_edge_home_minus_away': -0.326, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 6, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'LAA', 'published_winner_draw_share': 0.25, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.2584, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 151.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 173.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 151.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 5 - 6 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 5 - 6 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAA wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAA, simulation=LAA, published=LAA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.528.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAA wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAA wins 5-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 5-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAA wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=7, sim=8; 2B: current=1, sim=0; RBI: current=4, sim=6; R: current=3, sim=6; BB: current=3, sim=2; SO: current=10, sim=8; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: BB current=1 box=0; Jose Siri: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Vaughn Grissom: 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Christian Moore: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Kyren Paris: AB current=3 box=4, H current=0 box=2, RBI current=0 box=2, R current=0 box=1; Wade Meckler: AB current=3 box=4, R current=1 box=0; Travis d'Arnaud: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1; Denzer Guzman: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=7, sim=9; 2B: current=1, sim=3; RBI: current=4, sim=5; BB: current=3, sim=4; SO: current=10, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Cal Raleigh: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Randy Arozarena: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Arroyo: AB current=3 box=4, R current=1 box=0; Julio Rodríguez: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, RBI current=1 box=2; J.P. Crawford: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Josh Naylor: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Cole Young: AB current=3 box=4, H current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.45368305216190355.399490326136601Base ML historical model prediction
variance_applied35Deterministic baseline target (variance factor 1.0)
enhanced_prediction560.528Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment56Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review56Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target56Capped at max 12 realistic runs
simulation_result56Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA10000101259
LAA01000005068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting337101453100000
currentSEApitching816288.0600
currentLAAbatting337101433100000
currentLAApitching9154119.0500
simulationSEAbatting3693015541101
simulationSEApitching816288.0636151
simulationLAAbatting328001662802
simulationLAApitching9154119.0541173
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEARFDominic Canzone041000010100.250
currentSEACCal Raleigh041001111200.250
currentSEALFRandy Arozarena041000111100.250
currentSEADHMichael Arroyo030000100100.000
currentSEACFJulio Rodríguez041100110100.250
currentSEASSJ.P. Crawford041000001100.250
currentSEA1BJosh Naylor041000000100.250
currentSEA2BCole Young031000100100.333
currentSEA3BWeston Wilson030000000100.000
currentLAADHMike Trout041000101100.250
currentLAACFJose Siri041000010100.250
currentLAA1BVaughn Grissom041100010100.250
currentLAA2BChristian Moore041000011100.250
currentLAALFKyren Paris030000000100.000
currentLAARFWade Meckler031000100100.333
currentLAACTravis d'Arnaud030000000100.000
currentLAA3BDenzer Guzman041000000100.250
currentLAASSZach Neto041001111200.250
simulationSEA1SSJ.P. Crawford542100121000.500
simulationSEA2LFRandy Arozarena550000000200.000
simulationSEA3RFDominic Canzone531100111210.333
simulationSEA4CCal Raleigh550000000400.000
simulationSEA5CFJulio Rodríguez553101120100.600
simulationSEA61BJosh Naylor430000001000.000
simulationSEA7DHMichael Arroyo440000000100.000
simulationSEA82BCole Young442000100100.500
simulationSEA93BWeston Wilson431000101000.333
simulationLAA1SSZach Neto432000100010.667
simulationLAA2DHMike Trout441000100100.250
simulationLAA3CFJose Siri430000000210.000
simulationLAA41BVaughn Grissom441000120000.250
simulationLAA52BChristian Moore430000001000.000
simulationLAA63BDenzer Guzman430000111100.000
simulationLAA7CTravis d'Arnaud441001110200.250
simulationLAA8LFKyren Paris442000120100.500
simulationLAA9RFWade Meckler441000000100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1Kade AndersonStarter5.0511051001.804.291.38
currentSEA3Andrés MuñozCloser2.1000020000.003.931.15
currentSEA5José A. FerrerSetup Man0.23552100067.503.751.42
currentLAA1Reid DetmersStarter6.1422270002.843.321.04
currentLAA2Ben JoyceCloser1.0100010000.003.651.05
currentLAA3Ryan WatsonSetup Man1.0111121009.004.121.27
currentLAA4Tayler SaucedoMiddle Reliever (High Leverage)0.23221100027.003.061.08
simulationSEA1Kade AndersonStarter5.051105122901.804.291.38
simulationSEA2Andrés MuñozCloser2.10000207360.003.931.15
simulationSEA3José A. FerrerSetup Man0.235521072567.503.751.42
simulationLAA1Reid DetmersStarter6.1422270261122.843.321.04
simulationLAA2Ben JoyceCloser1.01000104200.003.651.05
simulationLAA3Ryan WatsonSetup Man1.01111215209.004.121.27
simulationLAA4Tayler SaucedoMiddle Reliever (High Leverage)0.232211062127.003.061.08
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEAKade AndersonStarter5.015052290
SEAAndrés MuñozCloser2.10002736
SEAJosé A. FerrerSetup Man0.25321725
LAAReid DetmersStarter6.1242726112
LAABen JoyceCloser1.00101420
LAARyan WatsonSetup Man1.01112520
LAATayler SaucedoMiddle Reliever (High Leverage)0.22311621
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260914_SF@STL

20260914_SF@STL.json • 2026-09-14

SF 4 - STL 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=31, sim=40; H: current=8, sim=10; 2B: current=1, sim=3; HR: current=1, sim=0; R: current=5, sim=4; BB: current=3, sim=2; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Eldridge: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Shay Whitcomb: AB current=4 box=5, HR current=1 box=0, SO current=1 box=0; Turner Hill: H current=1 box=2, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Scott Bandura: AB current=3 box=5, 2B current=0 box=1, R current=1 box=0; Grant McCray: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Jonah Cox: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0; Christian Koss: AB current=3 box=4, 2B current=0 box=1, R current=1 box=0; Andrew Knizner: AB current=3 box=4, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=41; H: current=8, sim=11; 2B: current=2, sim=3; HR: current=1, sim=2; RBI: current=4, sim=5; BB: current=3, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Thomas Saggese: AB current=4 box=5, R current=0 box=1, BB current=0 box=1; Leonardo Bernal: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Joshua Baez: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alec Burleson: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jordan Walker: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Iván Herrera: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0; Nolan Gorman: H current=0 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Nathan Church: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match STL pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match STL pitching: 10.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match STL pitching: 5.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=42 matches STL BF=42.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match SF pitching: 11.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match SF pitching: 8.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=46 matches SF BF=46.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.460 -> 0.509 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.4601, 'sample_size': 547, 'empirical_hit_rate': 0.5576, 'empirical_weight': 0.5, 'blended_confidence': 0.50885, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.525/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SF 10, STL 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 4 - STL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for STL; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'STL', 'opponent_team': 'SF', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-09', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'SF'}, {'date': '2026-09-08', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'SF'}, {'date': '2026-09-07', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'SF'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260909', 'away': 'STL', 'home': 'SF', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'SF', 'actual_margin': 1, 'raw_pick_probability': 0.521009, 'artifact': '20260909_STL@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260908', 'away': 'STL', 'home': 'SF', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'SF', 'actual_margin': 1, 'raw_pick_probability': 0.526031, 'artifact': '20260908_STL@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260907', 'away': 'STL', 'home': 'SF', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'SF', 'actual_margin': 1, 'raw_pick_probability': 0.626764, 'artifact': '20260907_STL@SF.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'STL', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'STL', 'output_opponent_team': 'SF', 'simulation_score_winner': 'STL', 'final_score_winner': 'STL', 'pre_simulation_winner': 'STL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0357, 'recent_form_edge_home_minus_away': -0.238, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'STL', 'model_winner': 'STL', 'simulation_winner': 'STL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'STL', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'SF', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4205, 'winner': 'STL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_SF@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@STL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -3.0, 'absolute_net_margin': 3.0, 'home_average_margin': -1.0, 'home_run_delta': -0.0205, 'away_run_delta': 0.0205, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.02104729129886549}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.020898194176320346}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.020636238952138744}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02049005368752544}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.018953564147159006}], 'home_distribution': {'0': 0.04382561869444227, '1': 0.07080354898301207, '2': 0.10128109601052032, '3': 0.12827681023957582, '4': 0.14385147062404283, '5': 0.1428324397169594, '6': 0.12556997188474345, '7': 0.09774423093758407, '8': 0.06736632637824316, '9': 0.041109386017082784, '10': 0.022211889804441668, '11': 0.010626161795275323, '12': 0.004501048914076931}, 'away_distribution': {'0': 0.04558633724884025, '1': 0.0735449708240523, '2': 0.10476115423765613, '3': 0.13175787543176617, '4': 0.1463126599092809, '5': 0.1434551823670385, '6': 0.124187988257889, '7': 0.09492310935732229, '8': 0.06406094390217866, '9': 0.03817189538894327, '10': 0.020082747609440895, '11': 0.009328923879948922, '12': 0.0038262115856427365}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.5867, 'recent_quality_edge': 0.112, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.4205}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0357, 'recent_form_edge_home_minus_away': -0.238, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'STL', 'model_winner': 'STL', 'simulation_winner': 'STL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'STL', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'SF', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4205, 'winner': 'STL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 206.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
PASSpitch_countsimulationSFPITCH_COUNT_PITCHER_MATCHSF pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSFPITCH_COUNT_TOTAL_MATCHSF pitch_count_summary total, row sum, and pitching total all match: 206.
PASSpitch_countsimulationSTLPITCH_COUNT_PITCHER_MATCHSTL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSTLPITCH_COUNT_TOTAL_MATCHSTL pitch_count_summary total, row sum, and pitching total all match: 158.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 4 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 4 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 5-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=STL, simulation=STL, published=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): STL wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 5-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match STL pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match STL pitching: 10.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match STL pitching: 5.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=42 matches STL BF=42.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match SF pitching: 11.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match SF pitching: 8.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=46 matches SF BF=46.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.460 -> 0.509 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.4601, 'sample_size': 547, 'empirical_hit_rate': 0.5576, 'empirical_weight': 0.5, 'blended_confidence': 0.50885, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.525/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SF 10, STL 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 4 - STL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for STL; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'STL', 'opponent_team': 'SF', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-09', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'SF'}, {'date': '2026-09-08', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'SF'}, {'date': '2026-09-07', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'SF'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260909', 'away': 'STL', 'home': 'SF', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'SF', 'actual_margin': 1, 'raw_pick_probability': 0.521009, 'artifact': '20260909_STL@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260908', 'away': 'STL', 'home': 'SF', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'SF', 'actual_margin': 1, 'raw_pick_probability': 0.526031, 'artifact': '20260908_STL@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260907', 'away': 'STL', 'home': 'SF', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'SF', 'actual_margin': 1, 'raw_pick_probability': 0.626764, 'artifact': '20260907_STL@SF.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'STL', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'STL', 'output_opponent_team': 'SF', 'simulation_score_winner': 'STL', 'final_score_winner': 'STL', 'pre_simulation_winner': 'STL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0357, 'recent_form_edge_home_minus_away': -0.238, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'STL', 'model_winner': 'STL', 'simulation_winner': 'STL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'STL', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'SF', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4205, 'winner': 'STL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-14.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260914_SF@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@STL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -3.0, 'absolute_net_margin': 3.0, 'home_average_margin': -1.0, 'home_run_delta': -0.0205, 'away_run_delta': 0.0205, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.02104729129886549}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.020898194176320346}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.020636238952138744}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02049005368752544}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.018953564147159006}], 'home_distribution': {'0': 0.04382561869444227, '1': 0.07080354898301207, '2': 0.10128109601052032, '3': 0.12827681023957582, '4': 0.14385147062404283, '5': 0.1428324397169594, '6': 0.12556997188474345, '7': 0.09774423093758407, '8': 0.06736632637824316, '9': 0.041109386017082784, '10': 0.022211889804441668, '11': 0.010626161795275323, '12': 0.004501048914076931}, 'away_distribution': {'0': 0.04558633724884025, '1': 0.0735449708240523, '2': 0.10476115423765613, '3': 0.13175787543176617, '4': 0.1463126599092809, '5': 0.1434551823670385, '6': 0.124187988257889, '7': 0.09492310935732229, '8': 0.06406094390217866, '9': 0.03817189538894327, '10': 0.020082747609440895, '11': 0.009328923879948922, '12': 0.0038262115856427365}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.85, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.5867, 'recent_quality_edge': 0.112, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.4205}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'SF 4 - 5 STL', 'winner': 'STL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0357, 'recent_form_edge_home_minus_away': -0.238, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'STL', 'model_winner': 'STL', 'simulation_winner': 'STL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'STL', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'SF', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4205, 'winner': 'STL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 206.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
PASSpitch_countsimulationSFPITCH_COUNT_PITCHER_MATCHSF pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSFPITCH_COUNT_TOTAL_MATCHSF pitch_count_summary total, row sum, and pitching total all match: 206.
PASSpitch_countsimulationSTLPITCH_COUNT_PITCHER_MATCHSTL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSTLPITCH_COUNT_TOTAL_MATCHSTL pitch_count_summary total, row sum, and pitching total all match: 158.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 4 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 4 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 5-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=STL, simulation=STL, published=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): STL wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 5-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=31, sim=40; H: current=8, sim=10; 2B: current=1, sim=3; HR: current=1, sim=0; R: current=5, sim=4; BB: current=3, sim=2; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Eldridge: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Shay Whitcomb: AB current=4 box=5, HR current=1 box=0, SO current=1 box=0; Turner Hill: H current=1 box=2, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Scott Bandura: AB current=3 box=5, 2B current=0 box=1, R current=1 box=0; Grant McCray: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Jonah Cox: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0; Christian Koss: AB current=3 box=4, 2B current=0 box=1, R current=1 box=0; Andrew Knizner: AB current=3 box=4, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=41; H: current=8, sim=11; 2B: current=2, sim=3; HR: current=1, sim=2; RBI: current=4, sim=5; BB: current=3, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Thomas Saggese: AB current=4 box=5, R current=0 box=1, BB current=0 box=1; Leonardo Bernal: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Joshua Baez: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alec Burleson: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jordan Walker: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Iván Herrera: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0; Nolan Gorman: H current=0 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Nathan Church: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3930941284182584.423234144672653Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
SF0000000310410
STL0010020101511
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSFbatting31810145380000
currentSFpitching1125588.0500
currentSTLbatting33820145380000
currentSTLpitching1004259.0400
simulationSFbatting4010300442500
simulationSFpitching11255810.0546206
simulationSTLbatting4111302555800
simulationSTLpitching10042510.0442158
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSF1BBryce Eldridge041100111100.250
currentSF2BShay Whitcomb041001110100.250
currentSFDHTurner Hill041000011100.250
currentSFRFScott Bandura031000100100.333
currentSFLFGrant McCray031000000100.333
currentSFCFJonah Cox041000111100.250
currentSFSSChristian Koss031000100100.333
currentSFCAndrew Knizner031000000100.333
currentSF3BBrett Harris030000000000.000
currentSTL2BThomas Saggese041000000100.250
currentSTLCLeonardo Bernal041000111100.250
currentSTLLFJoshua Baez041001110100.250
currentSTL1BAlec Burleson041100111100.250
currentSTLRFJordan Walker041100110100.250
currentSTLDHIván Herrera041000101100.250
currentSTL3BNolan Gorman030000000100.000
currentSTLCFNathan Church031000000000.333
currentSTLSSMasyn Winn031000000100.333
simulationSF1CFJonah Cox551100100100.200
simulationSF21BBryce Eldridge540000001200.000
simulationSF32BShay Whitcomb551000110000.200
simulationSF4DHTurner Hill542000121000.500
simulationSF53BBrett Harris551000000000.200
simulationSF6RFScott Bandura551100000100.200
simulationSF7CAndrew Knizner441000000000.250
simulationSF8LFGrant McCray442000110000.500
simulationSF9SSChristian Koss441100000100.250
simulationSTL12BThomas Saggese651000101100.200
simulationSTL2DHIván Herrera552100100000.400
simulationSTL31BAlec Burleson540000001000.000
simulationSTL4RFJordan Walker551100000000.200
simulationSTL5CLeonardo Bernal551000000200.200
simulationSTL6LFJoshua Baez551000000100.200
simulationSTL73BNolan Gorman532100112100.667
simulationSTL8SSMasyn Winn552001130100.400
simulationSTL9CFNathan Church541001111200.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSF1Landen RouppStarter5.1411331001.694.001.28
currentSF2Dylan SmithCloser1.0111111009.003.151.40
currentSF3Trent HarrisSetup Man1.1000010000.002.651.18
currentSF4Jason FoleyMiddle Reliever (High Leverage)0.1100000000.003.981.57
currentSF5Carson SeymourMiddle Reliever (High Leverage)0.0311020005.401.68
currentSF7Joel KuhnelReliever0.022211000
currentSTL1Quinn MathewsStarter5.0522040003.604.111.50
currentSTL2Justin BruihlMiddle Reliever (High Leverage)1.0100000000.003.591.33
currentSTL3Riley O'BrienCloser2.1000110000.004.201.27
currentSTL4Ryne StanekMiddle Reliever (High Leverage)0.2200000000.004.121.32
currentSTL5George SorianoSetup Man0.0222100004.361.42
simulationSF1Landen RouppStarter5.1411331231031.694.001.28
simulationSF2Dylan SmithCloser1.01111115229.003.151.40
simulationSF3Trent HarrisSetup Man1.10000104290.002.651.18
simulationSF4Carson SeymourMiddle Reliever (High Leverage)1.03110206229.005.401.68
simulationSF5Jason FoleyMiddle Reliever (High Leverage)1.01000004160.003.981.57
simulationSF6Joel KuhnelReliever0.122211041454.004.851.51
simulationSTL1Quinn MathewsStarter5.052204020783.604.111.50
simulationSTL2Riley O'BrienCloser2.10001108270.004.201.27
simulationSTL3George SorianoSetup Man0.222210051827.004.361.42
simulationSTL4Ryne StanekMiddle Reliever (High Leverage)1.02000005190.004.121.32
simulationSTL5Justin BruihlMiddle Reliever (High Leverage)1.01000004160.003.591.33
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SFLanden RouppStarter5.1143323103
SFDylan SmithCloser1.01111522
SFTrent HarrisSetup Man1.10001429
SFJason FoleyMiddle Reliever (High Leverage)1.00100416
SFCarson SeymourMiddle Reliever (High Leverage)1.01302622
SFJoel KuhnelReliever0.12211414
STLQuinn MathewsStarter5.025042078
STLJustin BruihlMiddle Reliever (High Leverage)1.00100416
STLRiley O'BrienCloser2.10011827
STLRyne StanekMiddle Reliever (High Leverage)1.00200519
STLGeorge SorianoSetup Man0.22210518
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.